Portfolio
Work & Resources
Projects I've built, templates I use, case studies, product teardowns, and curated reviews for product builders.
Open Source
Adobe Premiere Pro MCP
Creator of an MCP server that exposes 74 curated Premiere Pro tools to AI agents, with a user manual and setup guides.
Open Source
Provena
Repository context and memory CLI/MCP prototype with cited sources, refresh, and verification. Not yet published to npm.
Open Source
KernalForge
GPU kernel optimization workflow with correctness gates and benchmark logs and reports.
AI
Tilli Document RAG
Built production document RAG from December 2025 to August 2026: ingestion, chunking, embeddings, PostgreSQL/pgvector retrieval, query rewriting, reranking, and citation grounding with FastAPI and Redis/Celery.
Enterprise
AI Risk Analytics Platform
Led product for AI and risk products at Morgan Stanley: enterprise RAG over approved data, plus Python SDKs, reference notebooks, and playgrounds for 15+ engineering teams.
Fintech
Khalti Digital Wallet
Senior Product Manager working under the CTO on a digital wallet serving 3M+ monthly active users. Personally implemented integration, routing, and fraud-scoring logic and helped deliver 18 banking integrations.
Fintech
Manini Pay
Led product discovery and delivery for digital-wallet and merchant-payment workflows, with APIs, webhooks, integration guides, and dashboards.
GovTech
Smartpalika E-Governance
Contributed municipal-services and construction-management applications, payment integrations, and 200+ user manuals and training resources.
Hackathon
ML Phishing Detector
Browser extension using ML to detect and warn users about real-time phishing attempts. Security Pal Hackathon winner.
Non-profit
Prince Labs
Co-founded initiative to lead Hult Prize programs across Nepal, mentoring 100+ student startup teams in social entrepreneurship over 3 years.
Hackathon
Himalayan Artisan Connect
Mobile platform connecting remote Himalayan artisans and farmers directly to urban markets. 1st Place at Udhyam Innovation Challenge.
Hackathon
AI Learning Path Generator
AI-powered personalized learning path generator adapting to student learning styles. 1st Place at Deerhack Hackathon.
Hackathon
Code Performance Optimizer
Tool to automatically optimize Python/JS code for performance and readability using static analysis. 1st Place at Code Brisk Hackathon.
Hackathon Wins
Building innovative solutions under pressure