Software Engineer at Holtec Asia. Working on RAG systems, agentic tooling, and ML pipeline infrastructure.
LinkedIn · snitikswaroop@gmail.com
DocMind: RAG document intelligence system. Evaluated three faithfulness-scoring methods (cosine similarity, RAGAS, LLM-as-judge) across 50 queries. Cosine correlated with RAGAS at r=0.222, exposing failure modes in citation interference and multi-hop retrieval.
RepoAgent: Agent that resolves GitHub issues autonomously. Reads the issue, navigates the repo, opens a PR.
NeuralFlow: ML pipeline orchestration: model registry, canary deployments, drift detection. React/FastAPI/PostgreSQL/TimescaleDB/Redis/Celery.
Languages: Python, TypeScript/JavaScript, SQL, C++
Frontend: React, Vite, Tailwind, Zustand, Recharts
Backend: FastAPI, Node.js/Express, REST APIs, Celery
AI/ML: PyTorch, RAG pipelines, embeddings & vector search, LLM evaluation, Pandas/NumPy
Data & Infra: PostgreSQL, TimescaleDB, Redis, MongoDB, Docker, Git