Interests:
- Web development
- Machine learning (ML): Contributor to the complete machine learning package
- Internet of Things (IoT) devices
- Air quality and research in air quality
- Computer vision applications
I use Python, JavaScript, C++, Dart for Flutter mobile app development and a host of other languages to build a working application.
I'm fascinated by AI applications and review the most intriguing ones on my blog. Highlights include
- Andrew Ng's Landing AI for object detection and document extraction
- DiD's (text-to-video models )
- Kolors' (virtual try-on) (example below).
I am building my personal website where I blog, sharing insights on emerging tech.
🚀 Latest Insight: How Google turned 5 million news articles into a flash flood warning system, an analysis of sensor-less forecasting and its implications for data-driven engineering.
Topics I Cover: 🤖 AI & ML: Breaking down complex research (like Google’s flood forecasting) into actionable engineering insights. 🌍 Environmental Tech: Air quality monitoring and IoT sensor networks. 🚀 Tech in Africa: Personal experiences and technical infrastructure in Ghana and East Africa.
I use SveltiaCMS to manage posts and also contribute to it's development.
- Languages: JavaScript (ES6+), Python, Java, C++
- Web Development: React.js, Node.js, Express.js, RESTful APIs, WebSockets
- Cloud & ML: Google Cloud (Vertex AI, BigQuery), AWS (solutions architect certification in progress), FastAI, pytorch, keras, Computer vision
- Tools & Practices: Git, Test-Driven Development
- Others: PWAs, Performance Optimization, IoT (Raspberry Pi), Satellite Image Processing
Best way to contact me directly is via the contact form on my website. Alternatively via email at rdjarbeng@rdjarbeng.com (Please mention the Project in the title to avoid the mail going to spam)
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I tested out utralytics YOLO world for object detection in videos using some footage I captured in Kigali. The project is available on Kaggle
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🚀 I'm currently working on getting an AI agent to play this 3D game using reinforcement learning
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🧠 I'm learning ML, Data Science, Software Engineering best practices. Also following the course fastai for deep learning
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My ML projects are deployed on hugging face
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Owner of open-source Countdown application with themes and dark mode
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🤝 Open to collaborating on interesting projects
Most of my animation projects in Blender or work with Unity are not on Github.
