Kathmandu, Nepal · Open to remote
Kashindra Mahato
Full-Stack AI Engineer
4+ years shipping production AI — SEC filings parsed into SDG alignment reports, financial documents turned into structured audit outputs, agentic RAG replacing workflows that used to take analyst teams. Across FinTech, CPG, and Security.
Where I work best
Four years shipping AI in regulated, high-stakes domains — where wrong answers cost money, not just accuracy points.
FinTech & Risk
Asset allocation, credit risk modeling, and automated financial document analysis.
ESG & Sustainability
UN SDG alignment research, SEC filing analysis, and company sustainability scoring using agentic RAG.
Cyber Security
Intelligent threat detection and behavioral anomaly monitoring systems.
Document Intelligence
End-to-end extraction and classification pipelines for unstructured financial and legal documents.
Featured Projects
Deep dives into production-grade AI systems designed for scale and performance.
Agentic RAG System
Production agentic RAG pipeline with LangGraph orchestration, LangChain tooling, Azure AI Search, and SSE streaming. Deployed custom LLMs on Azure with semantic search via Universal Sentence Encoder.
UN SDG Intelligence Suite
End-to-end platform for analyzing companies' UN SDG alignment using SEC EDGAR filings, hybrid RAG (semantic + BM25 + ChromaDB), a LangGraph multi-phase pipeline, and a full-stack web platform with HITL review.
Optimal Assets Allocation
Portfolio optimization system predicting optimal asset weights to minimize risk and maximize return. Combines classical statistical methods with modern ML for the NEPSE market.
Working on something hard?
If you're pulling data from messy sources, building something agentic, or trying to make a language model actually reliable in production — that's the kind of work I do.