I build AI that
does real work.
I'm a Machine Learning Engineer with 4+ years building production AI systems end-to-end — from data pipelines and model training to deployment and monitoring. My work spans document intelligence, financial AI, ESG research automation, agentic reasoning systems, and semantic search, across domains including FinTech, CPG, Sustainability, and Cybersecurity. I specialize in taking hard problems from whiteboard to production.
Technical Arsenal
Agentic & RAG
- LangChain
- LangGraph
- Agentic RAG
- LlamaIndex
- Tool Use
- SSE Streaming
- ChromaDB
- BM25
NLP & Models
- Transformers
- BERT
- LayoutLM
- SpaCy
- Haystack
- Sentence Transformers
- NVIDIA NIM
Vision & OCR
- PaddleOCR
- Tesseract
- Google Vision API
- Donut
- OpenCV
Infrastructure
- Docker
- FastAPI
- AWS S3 / Bedrock
- Azure AI Search
- SQLAlchemy
- APScheduler
- Drizzle ORM
- Inngest
Professional Journey
Founding AI Engineer
Stealth Startup (Finance Domain)
Architecting a full-stack AI investment platform with real-time data ingestion, portfolio optimization, autonomous agent capabilities with tool use and SSE streaming, and multi-domain financial analysis. Also building a document intelligence platform for automated extraction and compliance auditing of financial and legal documents using Anthropic's Skills API and Files API.
Machine Learning Engineer
Dhuni Tech, Kathmandu
Built FDA/eCFR regulatory compliance software with real-time data scraping and NLP-driven compliance automation. Developed agentic RAG systems with LangGraph, LangChain, Azure AI Search, SSE streaming, and Pub/Sub messaging. Built OCR pipelines using PaddleOCR, Tesseract, and multimodal GPT for unstructured document processing. Deployed custom LLMs on Azure and implemented semantic search with Universal Sentence Encoder.
Machine Learning Engineer
PalmMind Technology, Kathmandu
Designed and developed production chatbots using Rasa for banking and educational clients. Applied BERT, T5, sentence transformers, and ChatGPT prompt engineering to build robust conversational AI systems.
Financial Data Analyst Apprentice
Code Rush, Kathmandu
Performed descriptive and predictive analysis of financial datasets using Python and SPSS. Built foundational ML models and developed a portfolio optimization model for the NEPSE market.
Education
Bachelor of Engineering in IT
Nepal College of Information Technology
Full scholarship — Pokhara University
10+2 Science
United Academy
Full scholarship — HSEB