Blog
Thoughts on AI systems, RAG pipelines, computer vision, and building useful software for real-world problems.
Building a Bilingual RAG System for Nepali Government Services
How I used BAAI/bge-m3 embeddings and a vector database to build SarkariSathi — a chatbot that answers citizen queries about government services in both Nepali and English.
Running YOLO on a Budget: Edge Inference with TensorFlow Lite
A walkthrough of how I deployed real-time object detection on old Android hardware for HomeCam — quantization tricks, latency trade-offs, and lessons learned.
Automating Resume Screening with spaCy and Cosine Similarity
How I built ResuMatch — an NLP pipeline that extracts skills using Named Entity Recognition and ranks candidates against job descriptions without any LLM API costs.
Building a Website for 2,000+ Students: Lessons from the FSU Project
What I learned directing the development of the official Free Students' Union website at Pulchowk Campus — from requirements gathering with elected reps to deployment.