—Web Dev · AI/ML Engineer
Building things
that think
& ship.
I design and build intelligent web products — from trained models to deployed interfaces. Based in Nepal, available worldwide.
Live demo — MotoVault recommender
— what I do
I don't just train models —
I build products people actually use.
Most ML work never leaves a notebook. Mine ships. I bridge the gap between model performance and real-world deployment — building the interfaces, APIs, and pipelines that turn research into tools real people rely on.
Selected work
04 projects
Traffic Accident Hotspot Detection
Live ML system that clusters 1,498 real accident records using DBSCAN to identify 43 hotspots, with Random Forest risk prediction by time, weather, and road type.
MotoVault
Semantic product recommendation engine using SBERT embeddings and cosine similarity to surface relevant bikes based on natural language queries — not just keyword matching.
EduNest
Private instructor-led LMS with token-based enrollment, role-based access control, and Google OAuth. Built for focused learning — no marketplace noise, no subscriptions.
DwellCasa
Hotel management platform for a boutique property in Lalitpur. Built with repository pattern for clean architecture, covering listings, bookings, and a full admin panel.