Content-based recommendation on TMDB 5000. CountVectorizer + cosine similarity. Deployed on Streamlit.
Deployed ↗
// 005 · Identity Protocol
ABOUT
Identity · Architecture · Process
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ABOUT
I build ML systems that actually work.
Deep learning systems that go all the way — from architecture decisions to production output, not just notebooks that run on clean data. My work spans Generative AI, Multimodal AI, Computer Vision, and Recommendation Systems. I go deep on one problem until the output is right, not until the metrics look good. Spent the last year rebuilding the same image captioning system seven times — each time because I hit the ceiling and needed to understand why. That's how I approach everything._
Open to roles, collaborations, and interesting problems — anywhere in the world.
