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 [email protected] (Please mention the Project in the title to avoid the mail going to spam)

• I tested out utralytics YOLO world for object detection in videos using some footage I captured in Kigali. The project is available on Kaggle

  

• 🚀 I'm currently working on getting an AI agent to play this 3D game using reinforcement learning

• 🧠 I'm learning ML, Data Science, Software Engineering best practices. Also following the course fastai for deep learning

• My ML projects are deployed on hugging face

• Owner of open-source Countdown application with themes and dark mode

• 🤝 Open to collaborating on interesting projects

Most of my animation projects in Blender or work with Unity are not on Github.