My CEO: "So! You are the new guy we hired to design and manage the implementation of our new state of the art super-duper fancy ERP solution with badass Business Intelligence systems to grow our company which already spans over several localities across the county, that has to live for at least the next 12-15 years?

Please remember that the Windows Server in the rack in the basement needs replacement soon, and that our new fancy solution must not in any way utilize cloud-technology or SaSS! I don't like that! I think it's a scam! We store everything on premises, own our infrastructure and we buy our software...Because I think that is best!"

Me: "So... let me get this straight: You want me to build you a one-off, concept sports car that can outperform a Lamborghini using only plywood, duct-tape and a donkey cart?"

He walked off... I may need a new job next week!

This rant is a confession I had to make, for all of you out there having a bad time (or year), this story is for you.

Last year, I joined devRant and after a month, I was hired at a local company as an IT god (just joking but not far from what they expected from me), developer, web admin, printer configurator (of course) and all that in my country it's just called "the tech guy", as some of you may know.

I wasn't in immediate need for a full-time job, I had already started to work as a freelancer then and I was doing pretty good. But, you know how it goes, you can always aim for more and that's what I did.

The workspace was the usual, two rooms, one for us employees and one for the bosses (there were two bosses).

Let me tell you right now. I don't hate people, even if I get mad or irritated, I never feel hatred inside me or the need to think bad of someone. But, one of the two bosses made me discover that feeling of hate.

He had a snake-shaped face (I don't think that was random), and he always laughed at his jokes. He was always shouting at me because he was a nervous person, more than normal. He had a tone in his voice like he knew everything. Early on, after being yelled for no reason a dozen of times, I decided that this was not a place for me.

After just two months of doing everything, from tech support to Photoshop and to building websites with WordPress, I gave my one month's notice, or so I thought. I was confronted by the bosses, one of which was a cousin of mine and he was really ok with me leaving and said that I just had to find a person to replace me which was an easy task. Now, the other boss, the evil one, looked me on the eye and said "you're not going anywhere".

I was frozen like, "I can't stay here". He smiled like a snake he was and said "come on, you got this we are counting on you and we are really satisfied with how you are performing till now". I couldn't shake him, I was already sweating. He was rolling his eyes constantly like saying "ok, you are wasting my time now" and left to go to some basketball practice or something.

So, I was stuck there, I could have caused a scene but as I told you, one of the bosses was a cousin of mine, I couldn't do anything crazy. So, I went along with it. Until the next downfall.

I decided to focus on the job and not mind for the bad boss situation but things went really wrong. After a month, I realised that the previous "tech guy" had left me with around 20 ancient Joomla - version 1.0 websites, bursting with security holes and infested with malware like a swamp. I had never seen anything like it. Everyday the websites would become defaced or the server (VPN) would start sending tons of spam cause of the malware, and going offline at the end. I was feeling hopeless.

And then the personal destruction began. I couldn't sleep, I couldn't eat. I was having panick attacks at the office's bathroom. My girlfriend almost broke up with me because I was acting like an asshole due to my anxiety issues (but in the end she was the one to "bring me back"(man, she is a keeper)) and I hadn't put a smile on my face for months. I was on the brink of depression, if not already there. Everyday I would anxiously check if the server is running because I would be the one to blame, even though I was trying to talk to the boss (the bad one was in charge of the IT department) and tell him about the problem.

And then I snapped. I finally realised that I had hit rock bottom. I said "I can't let this happen to me" and I took a deep breath. I still remember that morning, it was a life-changing moment for me. I decided to bite the bullet and stay for one more month, dealing with the stupid old server and the low intelligence business environment. So, I woke up, kissed my girlfriend (now wife), took the bus and went straight to work, and I went into the boss's office. I lied that I had found another job on another city and I had one month in order to be there on time. He was like, "so you are leaving? Is it that good a job the one you found? And when are you going? And are you sure?", and with no hesitation I just said "yup". He didn't expect it and just said "ok then", just find your replacement and you're good to go. I found the guy that would replace me, informing him of every little detail of what's going on (and I recently found out, that he is currently working for some big company nowadays, I'm really glad for him!).

I was surprised that it went so smoothly, one month later I felt the taste of freedom again, away from all the bullshit. Totally one of the best feelings out there.

I don't want to be cliche, but do believe in yourself people! Things are not what the seem.

With all that said, I want to give my special thanks to devRant for making this platform. I was inactive for some time but I was reading rants and jokes. It helped me to get through all that. I'm back now! Bless you devRant!

I'm glad that I shared this story with all of you, have an awesome day!

I've dreamed of learning business intelligence and handling big data.

So I went to an university info event today for "MAS Data Science".

Everything's sounded great. Finding insights out of complex datasets, check! Great possibilities and salery.

Yay! 😀

Only after an hour they've explained that the main focus of this course is on leading a library, museum or an archive. 😟 huh why? WTF?

Turns out, they've relabled their librarian education course to Data science for getting peoples attention.

Hey you cocksuckers! I want my 2 hours of wasted life time back!
Fuck this "english title whitewashing"

"WTF IS THIS?"

Exclaimed the developer that had never bothered to learn proper architectural patterns such as MVC in his web development are, failing to grasp the folder structure that was open in front of him, gasping at those strange php files that contained not only namespace declarations....but requires, uses and GASP! CLASSES!!

"That is Laravel my dude, built that in Laravel some time ago. Been running without an issue ever since." I mentioned as I reminded him that i had provided documentation had he ever needed to update or work with the application(currently it just needed a static page, which is why he had the app open in his editor)

See children. This is why you don't just learn a tool and never bother to learn something else.
Y'all should have seen how confused this dude was.

Das what yo dumbass gets.

OAN I am getting placed into more hardcore Business Intelligence roles.

The ammount of statistics and overall math required is....

Damn near 0. Data Scientists are full of shit. Anyone in an analyst role is full of shit.

I would know.

I IS one.

Most business apps end up being overcomplicated and convoluted because that’s what most businesses are:

Overcomplicated and convoluted.

Building an app to operate systems like that will always be an exercise in garbage in garbage out. Fix your process before saying wE nEeD An aPp To Do ThIs. You don’t need an app. You need a smack upside the head.

So lets see if i can get this devrant stuff right.

So a couple of years ago i worked for this company, where i worked in datawarehousing and business intelligence. I was in my 3rd year of working as a software engineer and was full of ideas, motivation and just wanted to do cool stuff.

Anyway, after the first couple of months of working where i learned what they actually wanted to achieve, i got some ideas on how to improve the workflow. They were just simple things, like updating our IDE (we were working with a very old Visual Studio version), getting useful editors, using some more modern ideoms like unittests, continous integration, etc. Simple stuff really.

So in my endless naiveness i went to my supervisor and told him my ideas. He was not particularly interested in my ideas and cut me off somewhere in the middle and said that he would talk to his boss.

So a couple of weeks after that (nothing happened), i went to him again and asked about it.
M:" Hey Bossman, have you thought about my ideas?"
B:"Yes."
M:"And?"
B:"We won't do them."
M:"None of them?"
B:"No."

So at this point i was a bit bummed out, but surely he has a good reason right? So i asked why.

M:"Why?"
B:"Well, because we always have done it the way we do it now."

I think i had a bit of a blank stare at that point, because he looked at me funny. If we would do things like we always have done them, we would be still in the stone age you moron.

God i hate it when people say stuff like that.

I fucking hate chained methods. Ok, not all of them. Query things like array.where.first... that stuff is ok.

Specially if it's part of the std lib of a lang, which would be probably written by a very competent coder and under scrutiny.
But if you're not that person, chances are you'll produce VASTLY inferior code.

I'm talking about things like:
expect(n).to.be(x).and.not(y)

And the reason I don't like it is because it's all fine and dandy at first.

But once you get to the corner cases, jesus christ, prepare to read some docpages.

You end up reading their entire fucking docs (which are suboptimal sometimes) trying to figure if this fucking dsl can do what you need.

Then you give up and ask in a github issue. And the dev first condescends you and then tells you that the beautiful eden of code he created doesn't let you do what you want.

The corner cases usually involve nesting or some very specific condition, albeit reasonable.

This kind of design is usually present in testing or validation js libraries. And I hate all of those for it.

If you want a modern js testing lib that doesn't suck ass, check avajs. It's as simple as testing should be.

No magic globals, no chaining, zero config. Fuck globals forced by libs.

But my favorite thing about it that is I can put a breakpoint wherever the fuck I want and the debugger stops right fucking there.

Code is basically lines of statements, that's it, and by overusing chaining, by encouraging the grouping of dozens of statements into one, you are preventing me from controlling these statements on MY code.

As an end dev, I only expect complexity increases to come from the problems themselves rather than from needlessly "beautified" apis.

When people create their own shitty dsl, an image comes to my mind of an incoherent rambling man that likes poetry a lot and creates his own martial art, which looks pretty but will get your ass kicked against the most basic styles of fighting.

I fucking hate esoteric code.

Even if I had to execute a list of functions, I'd rather send them in an array instead of being able to chain them because:
a) tree shaking would spare from all the functions i didn't import
b) that's what fucking arrays are for, to contain several things.

This bad style of coding is a result of how low the barrier to code in higher level langs are.

As a language or library gets easier to use you might think that's a positive thing. But at the same time it breeds laziness.

Js has such a low learning curve that it attacts the wrong kind of devs, the lazy, the uninspired, the medium.com reader, the "i just care about my paycheck" ones.

Someone might think that by bashing bad js devs I'm trying to elevate myself.

That'd be extremely stupid. That's like beating a retarded blind man in a game and then saying "look, I'm way better than this retarded blind man".

I'm not on a risky point of view, just take a stroll down npmjs.com. That place is a landfill. Not really npm's fault, in fact their search algorithm is good.

It's just the community.

Every lang has a ratio of competence. Of competent to incompetent devs.

You have the lang devs and most intelligent lib devs at the top. At the bottom you have the bottom.

Well js has a horrible ratio. I wouldn't be shocked to find out that most js devs still consider using import or await the future.

You could say that js improved a lot, that it was way worse beforr. But I hate chaining now, and i hated back then!

On top of this, you have these blog web companies, sucking the "js tutorial" business tit dry, pumping out the most obscenely unprofessional and bar lowering tutorials you can imagine, further capping the average intelligence of most js devs.

And abusing SEO while they're at it, littering the entire web with copy paste content.

I created a curriculum to homeschool myself way up for a MSc in AI/ML/Data Engineer for Application in Health, Automobiles, Robotics and Business Intelligence. If you are interested in joining me on this 1.5yrs trip, let me knw so I can invite you to the slack channel. University education is expensive..can't afford that now. So this would help but no certificate included.

Hired a new BI developer. She tested reasonably ok in SQL, and certainly showed good strengths in visualising data, plus had a good attitude in the interview. We hired her. She broke her laptop the first day. We got her another then she complained the camera didn't work but didn't realise the lever in front of the camera was to move the privacy shutter off and on.

Assigned her some work of taking queries that are used in a BI tool that targets the transactional database directly, and re-jigging them for Snowflake which we're using as a data warehouse now, aggregating all our data into one place. Yet, she's struggling to understand why the SQL query she's pasted in doesn't work as-is.

I go over it again; the source schemas and tables are this, but in Snowflake we've named them this. She then bemoans how much work that is to change them all - I say use find and replace. She then struggles with Snowflake syntax errors and asks for a guide on T-SQL to Snowflake. I show her Google and say "this is what I did when I hit these problems - search for 'Snowflake equivalent to T-SQL getdate()' or 'how to get current date in Snowflake' but she still doesn't understand. I ask if she's every had to work between T-SQL and MySQL or MySQL and PostgreSQL or Oracle and so on and she says yes. I say the syntax isn't the same, is it? And she goes oh, now I understand.

She scored reasonably in her SQL test but I'm now concerned there's something fundamental missing in her grasp of SQL. I gave her a detailed demo of the tools, I explained in the interview and on her start about our move to a data warehouse for all our apps, and put her through some training plus gave her time to work through our Confluence pages - not expecting she'll remember everything, but more to ensure she recalls they exist and what the general contents are.

Anyhow, that's my rant.

Business Intelligence, the most confused market technology has to offer. (Perhaps rivaled only by machine licking. Learning, whatever)

Step 1: develop a product that can replace a company's database guys. Make it cost more than the database guys.

Step 2: Show off product to managers using images of the product that the managers will love, but never have the skills to do themselves.

Step 3: Fucking obviously the managers buy it.

Step 4: Fire half the database staff.

Step 5: Managers give the BI tools to their remaining database guys ANYWAYS and instruct them to use it

Step 6: Database guys spend a month learning the new tool because management "wants to use it too".

Step 7: Database guys now use this new system for reports but have trouble using it for complex use cases, as it was designed for simple use cases. Meanwhile, management will never, ever touch the tool again.

Step 8: Hire new guys for reporting, because the remaining database guys can't complete both their normal tasks *and* the reports.

Step 9: Database guys are expensive. Go to step 1.

//rant

So I'm a BI consultant, been doing this for about 6 years now, and I'm pretty good at the data stuffs. Now I had to complete a project for a client where we call a web service and it had to be done in .NET. I wrote a console app in C# that called the WS, dumped the data then a stored proc processed the staging tables into final tables that our visualization tool can consume.

It works, it's done.

Mind you I'm not a pure .NET developer.

And now that it's completed and working this fucking .NET dude that works for my client is basically giving me an attitude talking about "why wasn't it done as a Windows service? Blah, blah" Like WTF!!??? I get that he's the C# BSD but like chill bruh!!

It's annoying as fuck having to work on projects that are not your area of EXPERTISE and then be ridiculed by other elitist assholes about it.

Doesn't happen much, but fuck it's something I hate about dev. FYI, if it was the opposite I would just be asking questions for understanding, not being a sarcastic prick.

//rant done

A story about burnout you say? Well, here it goes.

In 2019, I worked in a now-defunct startup. Back then, I was deep in "treatment" with wrong medications that almost ended up turning me into a vegetable. When I was hired, my mind was already deteriorating quickly, and I was caught in a downward spiral of losing intelligence.

Prior to working there, there was never ever ever a situation in my career when I was given a problem to solve and failed to do it.

But right then, with already double-digit IQ and constant, pumping anxiety, I was seeing task descriptions that looked familiar and doable, yet I absolutely could not do them. I couldn't comprehend. It was an absolutely screeching, crippling panic about me losing my intelligence forever, being fired and ending up unhireable, dying alone on the streets.

Apart from my depression I recovered from, this very experience was a trauma that haunts me to this day, every day. You know, my experience being raped as an adolescent doesn't, but this, it's something else. Now, my intelligence is back, I design architecture, I'm a CTO, and my solutions are objectively cleaner and better in every way than what I did pre-depression. Yet, I still feel a sharp, sudden rush of anxiety, and my heart skips a beat, when I think about writing code or even opening the IDE.

I don't know how does one recover from this. I'm now slowly transitioning into "architecting CTO" role that is just being a devrel, assessing ethics, working with business to realize their need, designing solutions and leaving the implementation for the team to do. You know, the stuff I was taught in the uni.

Maybe doing open source and launching small pet projects will help. But at this stage of my life I have no emotional resource to care.

Found this gem on quickmeme.

I remember my colleague who was DevOps guy (15+ years exp) in our one very good project about kids' edutainment.

He always breaks things & blames others when only he had admin access of the tool.

When client was very much interested in Android app, our that DevOps focusing totally on REST API & ignored Android app related DevOps tasks.

Our Android CI/CD was not complete till project ended. Due to his stubborn nature we couldn't take benifit of automation testing.

You can't tell him how to do any task, if you tell then it will be taken by him as an insult to his intelligence.

He would waste his 2 business weeks to find a way to do that task, then he would do some frugal trick half heartedly then he will leave it. Still he wouldn't accept your help due to his ego & he would work on tasks which he likes even though they are of low priority.

He was hellbent on cost cutting so he reduced caching availability to save extra billing, now we couldn't had enough speed for even 10 users to show recommendation feed by API.

Due to this our client couldn't show demo to angel investors properly & didn't get funding.

I don't how with such a bad attitude, he could survive so long.

He had plenty of training certificates (Salesforce etc.) with very little practical knowledge.

God save people of his current & future projects.

what's your expirience with business intelligence / data science? Do your company has a own department for it?
If so how does it affect you?

Holy fucking crap, think I actually got some productive, positive output from this whole generative AI debacle.
Rather because I skipped the whole Prompt step and used FOMO blabber against itself.

Some context: at my last gig we had a whole "humanware procurement department" (A.K.A. "hiring managers", those fucks who think that javascript and java are the same thing). It was during the pandemic tech hiring boom. At this new joint I'm at, a MUCH smaller company, I gotta do it myself. Boring as fuck but at least I can get some good karma by not making an ass of myself for candidates, and trying to make this whole process a tad less abusive.
I got my reading up to date, and surprisingly enough, "yankee dandy" (HBR) has actually been saying one or two things that are not complete hogwash. For a start, they say that companies have been making their hiring processes overly complex and even after hours of interviews they hardly measure half the skills they actually need, and spend too long talking about many skills that are not actually required for the positions.
"Huh. That sounds like the inneficiencies that the stupid 'AI will make meetings more efficient' industry is overpromising to overturn"

So I tried a new thing. Instead of your off-the-shelf "solve this NP-Hard problem in O(1) then draw this bird using only your nose then invert a binary tree in COBOL then tell me what type of sitcom character are you" crap, I tried grasping how it would be like to work with the candidates. One at a time. Not too long, but not too short talks. I'm not trying to check if a kid really knows how to implement a solution for the TSP in apache spark, or if they know every cipher in TLS 1.3. I just want to know if they can understand a technical request and come to me with a plan on how to solve it without handholding or "just use a really big VM, like, 32Tb of RAM!"
Thus, if I can work with them. That's all. The rest are specific skills that can be trained in time, if the person is willing to learn new stuff.
But that is not good enough for HR, ooooh, no. You "need" an "objective way of measuring their skills", otherwise its "just biased opinions."

But that gave me an idea.
See, our HR VP is someone deep in the whole AI pyramid scheme, who drank the kool-aid and swallowed up even the cup. FOMO is their name. Hype is their business.
I posh'd up my bullshit'ish jargon and went whole "In the advent of new disruptive technologies, strategic skills can be acquired with grit and proper AI prompting. Thus, leveraging our collaborative intelligence capabilities we can hack our challenges and optimize our resources to offer more innovative opportunities and bolster our employer branding" - translation: "shut up and lemme hire someone good and reasonably priced instead of a sleazy smooth talker who wants 100M just to show up and play with chatgpt all day". The whole point is to make it sound like "we're using AI, so it's good" instead of "im doing the work I'm being paid for, so it's old-fashioned"

It seems like the HR troll swallowed it, bait and hook. Maybe all we really needed this whole time is to say the magic word "AI," especially if it makes absolutely no sense in the context. Now I want to get them to sign off on a "AI mindfulness bolstering platform" (a massage chair). Fingers crossed.

They made the Web Manager the BI Manager......I almost quit.....and then I did.

My professor is currently promoting excel spreadsheets with add-ons as a front end for business intelligence.

Miscrosoft Business Intelligence Development Studio is goddamn useless!

Unlimited time is impossible... But I don't wanna ramble.

The one thing that I absolutely miss in my kind of work is something that does exist in dozens of flavors and each existence promises to solve some thing...

It's "bug tracker" / "time management" / "ticket management" / "board" / "kanban" or what ever pervert method you prefer software.

I haven't seen a decent one.

I'd think I'd want to build one - it would be definitely an all time consuming effort, since I would be in dire need of specialists.

The thing with nearly all of the solutions is that they lack ... an associative mindset.

Simply put, what we humans can.

The longer a project exists, the more it's housekeeping (guess that's a better word for it) turns into maintenance nightmare.

I remember quite well the joy of puzzling together eg Jira / Bugzilla / ... complex search formulars trying to find the needle in a planet of hay.

If you're read so far and have had similar experiences, think about how nice it would be if you had a mixture of AI and BI doing exactly that.

BI / Business Intelligence to get meaningful statistics is possible, but without AI it's a lot of work.

The AI would need to do several things...

- Match information (eg version XY was released at XY, so each bugreport after XY belongs to version XY and higher if no version matched)

- Tag and categorize (crashed / faulted / fried / ... - tag crash)

- "do the mundane work": ask nicely if the marching / tagging and so on was right, ask for missing info, require feedback etc.

There's a lot I could write more about that topic. But that's the gist. ;)

Honestly, I'm kinda sick of programming. I would like to work in some other area of systems engineering, like business intelligence or network security, I don't know. Do you guys have any experience on other fields besides programming?

Today I pass an assessment test to be hire as Business Analyst / Business Intelligence, I'm stressed about it because I'm just finishing the school, I got this possibility because I made a really good internship

That moment when you have to attend power bi introductory session but you already delivered 2 business intelligence solutions in a previous job.
And he doesn't even have a clue what he is talking about

I've been studying a bit about business analytics and intelligence to diversify a bit from dev.

After a lot of looking around I've found it's all just glorified jargon which basically enables your decision to have backing of facts and logic. It sounds as if it's a great coverup tool but don't know if it actually helped decision-making.
Why does researching the market/competition need to have a thousand breakdowns/categories/focus areas.

I feel like an interpretation of business analytics is a very simple and intuitive solution but there is just too much random and wasteful metrics attached to it.

I believe it's just my nascent knowledge and experience speaking, but I never felt the same way about software development, financials, etc

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Screen Usage Tracking at Work: Balancing Productivity and Privacy

Introduction
In today’s fast-paced, tech-driven work environments, screen usage tracking has become an essential tool for organizations aiming to improve productivity, security and efficiency. Modern organizations use these monitoring tools to track employee digital device activities because they need to ensure productive time usage. Screen usage tracking generates important privacy issues and ethical problems regarding technological implementation. The successful implementation of productive spaces must preserve worker privacy rights. The following article addresses all aspects of workplace screen usage tracking, including its advantages and disadvantages and proper implementation guidelines.

The Need for Screen Usage Tracking in the Workplace
The demand for screen usage tracking arises from several factors. Digital activity monitoring enables employers to confirm that staff members concentrate on their work tasks while they are at their desks. Remote work and hybrid models have become standard in workplaces because employees can no longer prove their productivity through office attendance. Employers need to monitor how workers spend their time at work because they want both performance outcomes and adequate time management.
Businesses operating in specific industries need to track their employees' activities to secure data because regulatory standards demand it. Through online activity tracking, employers achieve two objectives: they detect suspicious behavior right away and stop employees from accessing unauthorized confidential data. Screen usage tracking functions as an essential tool for both business efficiency maintenance and security protection of organizational assets.

Benefits of Screen Usage Tracking
Reduces Distractions
Employees lose their focus on work when there is no oversight system in place. Screen tracking ensures that employees are focused and using their time effectively, especially during work hours. Work hour restrictions on particular apps and websites through blocking mechanisms help employees stay focused on their tasks.
Enhances Security and Compliance
Employees lose their focus on work when there is no oversight system in place. Work hours require employees to remain focused while using their time effectively because screen tracking provides this oversight. Work hour restrictions on particular apps and websites through blocking mechanisms help employees stay focused on their tasks.
Data-Driven Insights
Screen usage data generates important information about employee work habits as well as employee engagement levels. By monitoring screen usage data managers can identify workers who require extra support and training along with identifying staff members who work excessively and those who perform above expectations. Staff management strategies and workplace performance benefit from these insights gained.

Future of Screen Usage Tracking in Workplaces
Screen usage monitoring will experience future evolution through technological developments that define how tracking occurs. These screen usage tracking tools will benefit from Artificial Intelligence (AI) because it brings both enhanced accuracy and usefulness. Artificial intelligence programming systems analyze staff behavioral patterns to generate forecast data which leads to predictive productivity improvement strategies.
Privacy laws together with regulations, will likely advance in their development. Organizations must discover methods to integrate employee rights protection systems with their monitoring strategies due to rising data privacy concerns. Organizations will adopt standard tracking policies based on transparency and employee consent to maintain ethical and legal handling of employee data.
Qoli.AI drives revolutionary changes in screen usage tracking through its leading AI technology solutions. Data-driven business decisions through Qoli.AI become possible because they provide up-to-the-minute employee performance and behavioral data while adhering to privacy limits. The platform integrates advanced technology to connect with workplace systems which provides employees with trustworthy monitoring solutions.

Conclusion
The implementation of work screen monitoring serves both positive and negative functions. Employment screen tracking enables productivity enhancement and security alongside operational efficiency at the cost of severe privacy issues and moral problems. The successful implementation of work performance enhancement requires organizations to maintain the proper balance between performance upliftment and employee privacy protection. The use of screen tracking tools benefits employers when they maintain transparency and gain employee consent, as well as develop ethical standards that protect employee trust and workplace morale.

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At one point, I realized that the money I had been investing in a crypto trading bot on Telegram was nothing but a carefully orchestrated scam run by a group of fraudsters. They lured me in, just like they had done with countless others, offering the promise of a reliable income that would help me launch my pastry business in Europe. I kept pouring my savings into the bot, convinced that the returns would provide the financial freedom I needed to chase my entrepreneurial dreams. But when I finally discovered the truth, I was devastated. It became painfully clear that I was on the verge of losing all my hard earned money to these deceptive scammers. I couldn’t afford to give up my savings and my aspirations so easily. I needed to take action and recover what I had lost. That’s when I turned to a crypto asset recovery consultant and a private investigation team called  ADWARE RECOVERY SPECIALIST. Their professionalism and expertise blew me away. They didn’t just talk the talk they had the skills and resources to track down fraudsters with precision. The team at ADWARE RECOVERY SPECIALIST used cutting-edge forensic tools and techniques to trace the digital footprint left by the scammers, combining machine learning algorithms, network analysis, and human intelligence to identify the culprits. Their deep understanding of cryptocurrency transactions and blockchain technology allowed them to follow the scammers' movements, uncovering hidden transaction patterns and uncovering money laundering operations. Within a remarkably short period, the team had solid evidence of the scammers' identities, their locations, and the framework of their operation. They didn’t stop there; they worked closely with law enforcement agencies to ensure the perpetrators were arrested and prosecuted. Thanks to their dedication and thoroughness, my funds were successfully recovered. Throughout this entire process, I was astounded by the professionalism and technical prowess of the ADWARE RECOVERY SPECIALIST team. They navigated the complex world of cryptocurrency and cybercrime with ease, and their commitment to helping victims like me was evident in their tireless efforts. With their help, I was able to reclaim what I had lost and take the next steps toward realizing my business dream. I am forever grateful for their exceptional services.

BEST BITCOIN RECOVERY EXPERT TO RECOVER LOST BITCOIN; USDT RECOVERY EXPERT VISIT CYBER CONSTABLE INTELLIGENCE

Running Greenfield Grocers, my supermarket business, has always been my passion. I'm constantly looking for ways to grow both my business and wealth, which led me to an investment opportunity that seemed too good to pass up. A Bitcoin platform promised high returns, and after what I believed was thorough research, I decided to invest $195,000. Everything seemed legitimate at first, and I felt confident in my decision. Unfortunately, my optimism quickly turned to regret. The platform began to delay withdrawals. The excuses they gave were vague and unconvincing, but I held on, hoping the issues were temporary. However, as time passed, the platform became even less responsive, and eventually, it disappeared entirely. I was left with nothing no platform, no support, and no way to access my funds. The emotional and financial toll was immense. Losing that amount of money felt like both a personal and professional blow, leaving me questioning my judgment and feeling utterly defeated. As I struggled to accept what had happened, I spoke with a business associate who had faced a similar scam in the past. At first, I was hesitant about taking any further steps, but my associate urged me not to give up. He mentioned that the police had successfully referred him to a company called Cyber Constable Intelligence when he was in a similar situation. After hearing his positive experience, I decided to take his advice and reach out to Cyber Constable Intelligence. From the very first conversation, I knew I had made the right choice. The team at Cyber Constable Intelligence was professional, empathetic, and incredibly knowledgeable. They took the time to explain the entire recovery process and reassured me that they had the necessary tools and experience to recover my lost funds. Their approach gave me hope during a time when I felt hopeless. After 2 weeks of dedicated work, I received the incredible news that Cyber Constable Intelligence had successfully recovered the full $195,000 I had lost. The sense of relief was overwhelming, and I can’t describe the gratitude I felt. The team’s expertise and persistence turned a dire situation into a victory. I will forever be thankful to Cyber Constable Intelligence Without their support, I’m not sure where I’d be today. This experience has not only taught me to be more cautious but has also shown me the power of finding the right people to help when you need it most.
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I was part of Harborview Capital Partners, a venture capital firm in New Zealand, when we encountered a significant financial setback. We had invested NZD 5,500,000 in a promising technology startup that initially seemed like a golden opportunity. The startup presented a compelling pitch, had strong leadership, and its business model aligned perfectly with current trends in the tech sector. Confident in its potential, we decided to invest. However, over time, red flags began to emerge. The startup failed to meet its initial promises. We discovered discrepancies in their financial statements, uncovered fabricated key partnerships, and found that product development was severely behind schedule. Despite growing concerns, the startup's leadership remained evasive and defensive. We tried to address the situation through traditional channels, but our efforts to recover the investment were unsuccessful. It soon became clear that the company had misled us from the start. At this point, we turned to Cyber Constable Intelligence, a firm specializing in recovering lost or stolen funds through advanced investigative techniques. Their expertise in digital forensics and fraud detection seemed like the perfect solution for our predicament. The team at Cyber Constable Intelligence immediately began working on our case, employing a range of digital tracking tools to trace the flow of funds. Using blockchain analysis and other investigative methods, they uncovered a network of shell companies and personal accounts where the stolen money had been funneled. Cyber Constable Intelligence's thorough investigation provided a clear picture of the fraud. They were able to prove that the startup was operating under fraudulent pretenses, and we presented their findings to the authorities. This led to a formal investigation and legal action against the perpetrators. Thanks to the diligent work of Cyber Constable Intelligence, we were able to recover the full amount of our investment NZD 5,500,000.This experience was a harsh reminder of the risks inherent in venture capital, but it also highlighted the importance of having the right expertise to navigate complex financial fraud. With Cyber Constable Intelligence’s help, we were able to not only recover our investment but also hold those responsible accountable for their actions.
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RECOVER LOST OR STOLEN BITCOIN, ETH, USDT WITH THE SUPPORT OF CYBER CONSTABLE INTELLIGENCE

The internet can feel like the wild west, full of danger and hidden traps, and I learned that lesson the hard way when I lost access to my Bitcoin wallet thanks to some sneaky malware. Picture this: I was just minding my own business, innocently clicking on what I thought was a harmless ad, maybe something about a new “must-have” kitchen gadget, when suddenly I found myself staring in horror at my computer screen, realizing I had just compromised my wallet containing a whopping $480,000. Talk about a facepalm moment! It felt like I’d just walked into a bar in a cowboy movie, only to find out the saloon was full of outlaws.
In the midst of my panic, I turned to Cyber Constable Intelligence, hoping they could pull off a miracle. I can’t emphasize enough how much they felt like my personal posse in that moment. Their team was not just professional; they were genuinely empathetic, treating my case with the urgency it absolutely deserved. It felt like I was surrounded by a group of tech-savvy superheroes, ready to tackle the villain that was my lost fortune.
After a few days of nail-biting suspense, I received the call that changed everything. They had not only recovered my funds but had done it faster than I could say “malware disaster.” It was like winning the lottery, only this time, I wasn’t just rich; I was also educated! They took the time to provide me with invaluable advice on safeguarding my wallet in the future, transforming my panic into peace of mind.
I walked away from this experience not only with my $480,000 intact but also with a newfound respect for the importance of digital security. I mean, who knew that clicking on an ad could lead to such chaos? It’s like finding out that your favorite cowboy is actually a bandit in disguise. Thanks to Cyber Constable Intelligence, I can finally take a breath without feeling like my funds are riding off into the sunset.
So, here’s to you, Cyber Constable Intelligence! You’ve not only saved my wallet but have also given me the tools to navigate this wild digital frontier with a sense of humor and a lot more caution. I can’t thank you enough for turning my panic into peace of mind. Next time I see a “too good to be true” ad, you can bet I’ll be remembering this lesson and staying far away

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Hello everyone, I'm reaching out from New York to share a personal ordeal that I hope will help others avoid the mistakes we made. My husband and I have always been careful with our investments, and for years, we’ve successfully run a joint business. A few months ago, we decided to explore cryptocurrency, thinking it would be a good way to diversify our portfolio. After some research, we came across a platform that seemed legitimate, with positive reviews and promising returns. Excited by the potential, we decided to invest a significant amount, $186,000, in Bitcoin. Initially, everything seemed fine. We even saw some returns, which encouraged us to invest even more. It felt like a smart decision, and we were optimistic about our future with cryptocurrency. But soon, things took a troubling turn. The platform began requesting additional payments in order to unlock more funds or release the profits we had supposedly earned. At first, these demands seemed reasonable, but they quickly escalated. We were promised that by paying these fees, we would be able to access our funds, but each time we tried to withdraw, we faced delays or outright denials. Eventually, we realized that we were caught in a scam. Our entire investment had vanished, and we were left feeling devastated and helpless. We tried contacting customer support, but it was clear that they were just stringing us along. With no idea where to turn, we felt completely trapped and frustrated. That's when I came across a post about Cyber Constable Intelligence, a company that specializes in recovering lost or stolen funds, including those from fraudulent cryptocurrency platforms. After reading several positive reviews and seeing how they had helped others in similar situations, I decided to reach out. I provided all the necessary information about our case, hoping for the best. To our amazement, within just 48 hours, Cyber Constable Intelligence successfully recovered our full $186,000. The professionalism and efficiency of their team were astounding. We couldn’t believe how quickly they were able to help us, and we were incredibly relieved to have our money back. We are sharing this experience to warn others about the dangers of scams and to recommend Cyber Constable Intelligence. If you’ve been defrauded by a fake cryptocurrency platform or any other type of fraud, we highly recommend contacting them. Their team is reliable, professional, and committed to helping people recover their lost funds. Please, be cautious with your investments and know that Cyber Constable Intelligence will help you if you need it.
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There’s a certain confidence that comes with knowing that, even after a loss like this, there’s a way forward. If you’re out there feeling like you’re drowning in a similar situation, I want you to know recovery is possible. The right support can make all the difference, even when everything seems hopeless. That’s why I’m sharing this testimonial today—to help spread the word to as many people as possible, so they can find the help they need and recover what they may have lost. I truly believe that little by little, bit by bit, we can reach every corner of the world and let others know that recovery is possible. The truth is, I wouldn’t be where I am today if it weren’t for the amazing community I found on Facebook, where people shared their experiences with Cyber Constable Intelligence and how it helped them get back on their feet. This was where I first learned about a professional team of experienced hackers who helped me track down and recover my USDT assets, which had been stolen by an online fake investment platform. Here’s what happened to me: I was drawn into doing business with this platform by what seemed like a legitimate financial advisory company. Everything checked out, or so it appeared. But, like most scams, things started to unravel over time. About four months into the investment, I began having trouble with withdrawals, which was unusual because everything had been smooth at the beginning. I spent the next two months in constant back-and-forth with the platform, paying ridiculous fees and receiving promises of future payouts, until I realized I’d been scammed. The loss was devastating. I felt ruined, both financially and emotionally. But just as I was beginning to lose hope, I came across the Facebook group where members were discussing their experiences with Cyber Constable Intelligence. This was my turning point. I reached out, and they immediately began working on recovering my stolen assets. Thanks to their expertise and determination, I was able to track down my USDT and reclaim what I thought was lost forever. For anyone going through something similar, know that there’s help out there. Don’t give up. There’s always a way forward.
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The ground trembled like a nervous intern on espresso shots. One minute, I was monitoring my geothermal Bitcoin miners, humming in harmony with Iceland's most unpredictable volcano. Next? An eruption painted the sky gray with ash, raining destruction like an out-of-control blockchain fork. Power cables flickered out. Servers turned into abstract-art pieces. And my wallet with $460,000 worth of mining revenue fried faster than a motherboard in a tidal wave of lava. I was knee-deep in volcanic mud, clutching the charred wallet, wondering if the universe had a vendetta against renewable energy. For weeks, I’d played geothermal gambler, harnessing Earth’s anger to mine crypto. Now, Mother Nature had countered with a literal power move. My wallet’s backups? Corrupted by ash-clogged drives. My cold storage? Warmer than a freshly erupted fissure. Even the volcanologists on my team shrugged. “We predict lava, not ledger errors,” one said, handing me a business card signed at the edges. “Try these Cyber Constable Intelligence. They’ve fixed crypto in weird places.” Cyber Constable Intelligence phoned on the first ring. Cyber Constable Intelligence saved not just crypto. They demonstrated that even the fury of nature cannot surpass human tenacity. My operation now operates robustly, excavating coins with Earth's anger and a backup generator sufficient to run a small glacier. The volcano? Still grumbling. My wallet? Locked inside a fireproof safe, as irony bites sharper than an Icelandic winter.
If your crypto somehow gets smothered beneath the pyroclastic ash of life, skip the freak-out. Call the Cybers. They'll dig through lava streams until your cash bubbles up to the surface. Just maybe set up your rigs a few miles closer to the crater next time. If you’re facing a similar problem I highly recommend contacting Cyber Constable Intelligence
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On January 2, 2025, at precisely 3 AM, Bet365 was hit by a devastating cyber-attack. Our website was infiltrated by a sophisticated virus that granted cybercriminals access to sensitive customer data. In the span of a few hours, £2,500,000 was stolen from our customers’ accounts. The attack was swift and covert, and by the time we realized what had happened, a significant amount of funds had already been siphoned off. As soon as we discovered the breach, my team and I worked tirelessly to secure our platform and protect our customers. We immediately launched an internal investigation and found that the virus had allowed unauthorized withdrawals from a number of accounts. This was a critical situation, and we knew we needed immediate help to recover the stolen funds and prevent any further damage. That's when we turned to Cyber Constable Intelligence. Their reputation for successfully recovering stolen funds in cybercrime cases made them the ideal partner for this challenge. The team at Cyber Constable Intelligence responded immediately, quickly analyzing the virus and the methods used by the hackers. Within hours, they were able to trace the movement of the stolen funds and identify the cybercriminals responsible for the attack. Cyber Constable Intelligence acted swiftly, working around the clock to coordinate with financial institutions and law enforcement. They used their advanced investigative tools and global network to track and recover the £2,500,000 stolen from our customers. Thanks to their relentless efforts, within just three days, we had recovered the full amount. By January 5, 2025, only three days after the attack, we were able to reimburse all affected customers and restore the funds to their accounts. This quick recovery was crucial in reassuring our customers and restoring their trust in Bet365. Additionally, Cyber Constable Intelligence helped us bolster our security measures, ensuring that we are now better protected against future threats. This experience was a stark reminder of the constant risks in the digital world. However, thanks to Cyber Constable Intelligence, we were able to act quickly, recover the stolen funds, and ensure that our platform remains a safe and secure place for our customers. Moving forward, we are more committed than ever to maintaining the highest standards of security to protect both our business and our users.
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As a Corporate Manager living in Ohio, I never imagined I’d be scammed, but that’s exactly what happened when I invested $6,500 into what seemed like a promising franchise opportunity. I was drawn in by their professional pitch, convincing marketing materials, and high promises of returns. I discussed it with a few friends, who were supportive of my decision, and after doing some research (or so I thought), I moved forward with the investment. Unfortunately, the excitement soon faded as I realized things weren’t adding up. Communication from the company grew increasingly sparse, and the business model I had been sold seemed more and more like a mirage. It didn’t take long for me to figure out that I had been scammed. I felt crushed—not only had I lost a significant amount of money, but I also felt like I’d let my friends down by not fully vetting the opportunity before jumping in. That’s when I decided to take action. A close friend suggested I contact Cyber Constable Intelligence, and though I was skeptical at first, I was desperate for a solution. From the moment I reached out to Cyber Constable Intelligence, I felt a sense of relief. The team was both professional and empathetic, taking the time to understand my situation. They immediately began working to trace the company, a task I had tried and failed to do on my own. Their expertise in identifying fraudulent operations was evident, and they quickly began building a case to prove the opportunity was a scam. What really set them apart was their proactive approach: they worked directly with the authorities to ensure the fraud was taken seriously. As the investigation progressed, I kept my friends in the loop. They had been concerned about my situation from the start, but seeing Cyber Constable Intelligence’s progress gave them hope as well. It wasn’t long before they were able to recover $5,000 of the $6,500 I had lost. Although I didn’t get all my money back, it was a significant recovery, and I was relieved to see that I wasn’t just another case left unresolved. I truly owe a lot to Cyber Constable Intelligence for their persistence and tireless efforts. In the end, the experience taught me a valuable lesson in due diligence and the importance of seeking help when needed. I am incredibly grateful to Cyber Constable Intelligence for turning a bad situation around and for helping me get a portion of my investment back. I now tell my friends and family to be extra cautious when considering any business opportunities and to reach out to experts like Cyber Constable Intelligence if anything feels off.
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WhatsApp: 1 (252) 378-7611
mail: cyberconstable@coolsite net
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