Richard Djarbeng's Blog
About Me
I am a Computer Engineer and Machine Learning Enthusiast with a passion for Internet of Things (IoT) and AI applications. I specialize in building data-driven solutions and deploying alternative low-cost Machine Learning technologies. Currently, I am expanding my expertise in Deep Learning and building on AWS. Feel free to reach out via the contact form.
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PHP2Shell: The Two PHP Bugs That Took Government Websites Offline, and What to Do
On Wednesday 21 October 2026, PHP released emergency fixes for two bugs that let an attacker take over a web server without logging in. PHP runs a large part of...
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What can you do? Testing AI Agents, Gemini Argon and Claude
I have a benchmark prompt that I use to evaluate AI agent capabilities. The GitHub repository for the benchmark prompt is here. Every time a new model or agent drops,...
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Level 4 Autonomous Driving: How Robotaxis and Driverless Buses Work Today
Robotaxis with nobody in the driver's seat now carry paying passengers in several cities, and full-size electric buses run timetabled routes without a driver at the wheel. Both are SAE...
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The Six Levels of Autonomous Driving: From Driver Assist to the Level 3 Handover
When car companies advertise driver-assist software, they often blur the line between convenient driver aids and true driverless autonomy. Marketing terms like "Autopilot," "Full Self-Driving," and "hands-free assist" make it...
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When LLMs Become Scientific Instruments: Groundsource Flash Flood Research Report
A deep dive into Google's 2.6-million-event flood dataset: what the data shows, what claims hold up, and why the methodology matters more than the dataset itself. Resources: Enriched Dataset |...
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How Aleksa Gordić Broke into AI Engineering Without a Degree in AI
Entering artificial intelligence often looks impossible without a master's degree, a PhD, or years inside elite academic research labs. Yet one of the clearest case studies of breaking into frontier...
Read the PostLatest Posts
PHP2Shell: The Two PHP Bugs That Took Government Websites Offline, and What to Do
On Wednesday 21 October 2026, PHP released emergency fixes for two bugs that let an attacker take over a web server without logging in. PHP runs a large part of...
What can you do? Testing AI Agents, Gemini Argon and Claude
I have a benchmark prompt that I use to evaluate AI agent capabilities. The GitHub repository for the benchmark prompt is here. Every time a new model or agent drops,...
Level 4 Autonomous Driving: How Robotaxis and Driverless Buses Work Today
Robotaxis with nobody in the driver's seat now carry paying passengers in several cities, and full-size electric buses run timetabled routes without a driver at the wheel. Both are SAE...
The Six Levels of Autonomous Driving: From Driver Assist to the Level 3 Handover
When car companies advertise driver-assist software, they often blur the line between convenient driver aids and true driverless autonomy. Marketing terms like "Autopilot," "Full Self-Driving," and "hands-free assist" make it...
When LLMs Become Scientific Instruments: Groundsource Flash Flood Research Report
A deep dive into Google's 2.6-million-event flood dataset: what the data shows, what claims hold up, and why the methodology matters more than the dataset itself. Resources: Enriched Dataset |...
How Aleksa Gordić Broke into AI Engineering Without a Degree in AI
Entering artificial intelligence often looks impossible without a master's degree, a PhD, or years inside elite academic research labs. Yet one of the clearest case studies of breaking into frontier...
Series
Self-Driving, Explained
How the six SAE levels of driving automation work, where the line between driver assistance and real self-driving sits, and where driverless vehicles already carry passengers today.
Getting Started with Machine Learning
A path into machine learning using free resources: where to start, which courses to take, a first look at how models learn, where to find data, projects and competitions to practise on, and people worth following.
Building This Blog
A build log of rdjarbeng.com: starting on Jekyll and GitHub Pages, adding a CMS, automating uploads with a Telegram bot, and moving to Eleventy.
Featured Posts
fastai's Practical Deep Learning for Coders: Deep Learning Without a PhD
In case you have to do Deep learning or interested in building applications with neural networks in a hands-on way you can check out fastai by Jeremy Howard and his...
Coding the Mean, Median and Mode in Python - TensorTonic
For anyone unfamiliar with TensorTonic, it is often described as the "LeetCode of machine learning", a platform designed for developers to practice algorithms, refine data science techniques, and build machine...
How AI Could Empower Any Business - Andrew Ng
In this TED talk by Andrew Ng, co-founder of Google Brain and deeplearning.ai, he believes that artificial intelligence (AI) systems should be more widely available and accessible, so that even...
The Good Kind of Tired: Why “Happily Exhausted” Deserves Its Own Word
You know the feeling. Your legs are jelly after the final whistle, your eyes burn after the last line of code compiles, your arms ache from carrying a laughing kid...
A Simple Process for Building an Application, From Idea to Deployment
Generally, it is a good idea to break down the steps you need and then test each one before moving to the next. However, the particular process to follow will...
Spotlight on Peter Kimanzi- Developer from Nairobi
Developer from Nairobi, Kenya. I found a repository of web development projects on GitHub which belongs to Peter Kimanzi, a web developer from Nairobi. The site that really caught my...
SpaceX's 'Mechazilla' Catches Super Heavy Booster: A Giant Leap for Rocket Reusability
On my X feed, I shared a moment that perfectly captures the revolutionary work being done at SpaceX. In a stunning display of engineering, they successfully caught the Super Heavy...
SpaceX's Rocket Innovations Explained: Reusable Falcon 9, Starship, Raptor Engines and Drone Ships
SpaceX, under the leadership of Elon Musk, has revolutionized rocket technology with several groundbreaking innovations: Reusable Rockets: Falcon 9 and Falcon Heavy - Falcon 9 : SpaceX's Falcon 9 rocket...
Guest Authors
Posts contributed by guest authors
Africa Has the ML Talent But Missing the GPUs.
One challenge I have noticed throughout my academic journey and as a TA is that access to computing resources, especially GPUs, has become a major bottleneck for many students especially...
Why Your Monthly AI Bill Might Soon Rival Your Headcount Costs From A Personal Experience
The $280 Overnight Surprise A friend pinged me last week, half-laughing, half-panicking 😅 . He'd been running a couple of AI coding agents overnight, just background refactoring and test generation....
How To Invest On The Ghana Stock Exchange
The Ghana Stock Exchange (GSE) represents a unique opportunity for Ghanaian investors to participate in the growth of the country's economy. As Ghana's primary stock market, the GSE provides access...
Personal Posts
Machine Learning Specialization on Youtube - Andrew Ng, DeepLearningAI
Andrew Ng's Machine Learning Specialization, one of the most popular AI courses ever made, is now completely free on YouTube. If you've been putting it off, this is the easiest...
King Promise Drops a Global Banger: "Terminator" feat. Young Jonn
Ghanaian Afrobeats star King Promise unleashed "Terminator" in May 2023, but the remix featuring Nigeria's Young Jonn —dropped in July—turned it into a continental and international smash. This post dives...
The Man Who Can
Thinking If you think you are beaten, you are, If you think you dare not, you don't, If you like to win, but you think you can't, It is almost...
The 11-Year-Old Mistake: How Man Utd’s Former Starlet William Osula Became Their Nightmare
Football loves a good full-circle story, and Newcastle United delivered one of the best on March 4, 2026. Newcastle United didn't just beat Manchester United with a 90th-minute winner, they...
Finally AWS Certified Solutions Architect- Richard Djarbeng
Glad to acquire my Amazon Web Services (AWS) Solutions Architect Associate Certification. It took many months of preparation and it was worth it. View the verified credential on Credly Domains...
He Made $2,000 in One Week With AI... Then TikTok Froze It
First came the win: $2,200 in profit in just one week. Then came the loss: $3,722 in earnings , frozen and inaccessible. This is the high-stakes reality of one creator's...
📚 Project Enlighten
Curated, legal, and free tech books onlineA hand-picked collection of genuinely great books on machine learning, deep learning, Python, and computer vision that authors and publishers have made permanently free to read online.
Automate the Boring Stuff with Python
Practical Python for absolute beginners - automate spreadsheets, files, web scraping, emails and other tedious tasks.
Confessions of an IT Manager
Anarchic humour wrapped around hard-won wisdom about software projects, hiring, firing and surviving life in IT. Free...
Crafting Interpreters
Build two complete interpreters from scratch and finally understand how programming languages actually work. Beautifu...
