02 / Experience

Experience

Full-time at Octacore building a RAG system and AI features for e-commerce, one freelance client site, and the deep learning research before both.

June 2026 – present · full-time since 24 Aug 2026

Octacore Solutions ↗ · Kantipath, Kathmandu

Backend APIs and frontend features for creationtextile.com.np, a Django and Next.js store.
A RAG chatbot for customer questions: BM25 plus vector search, a reranker, prompt engineering and conversation history.
A chatbot for cheers.com.np, orchestrated in n8n.

2026

Aqua Hundred, Aqua Minerals Nepal Pvt. Ltd. · aquahundred.com.np

Designed and built the full multi-page site: scroll animation, an infinite product carousel and a multi-step order form.
A Leaflet.js map of depots, and Facebook Messenger for orders.
Hosted on Cloudflare Pages with a sitemap, robots.txt and a Content Security Policy.

2021 – 2026

Final-year project: landfill site suitability mapping with U-Net, ResU-Net and DeepLabV3. The custom U-Net reached 96.97% accuracy.
Minor project: flood susceptibility mapping with a CNN and a Random Forest. The CNN reached 95%.