Interests:
- Web development
- Machine learning (ML): Contributor to the complete machine learning package, SveltiaCMS
- 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, so I 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 ), and Kolors' (virtual try-on) (image below).
In my latest post I share my experience with Gemini and Nano Banana: I Tried to Replace an Interior Designer with Gemini. Here's What Happened. – Testing Gemini Pro and Nano Banana for creative tasks.
- 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. Also available on email at [email protected]
I am building my personal website where I blog occasionally. My latest post is a decade-by-decade look at the evolution of Artificial Intelligence; from the theoretical roots of the 1940s to the generative AI boom of today. I also talk about non-technical stuff such as my trip to the Cornell, Maryland, Max-Planck research school in Germany. For my blog I use SveltiaCMS to manage posts.
- 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
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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.
