Nikhil Mourya
@nikhilmourya1
I’m an ML engineer shipping production RAG and multi-agent LLM systems with AWS MLOps expertise.
IndiaWhat I'm looking for
I’m an ML engineer graduating May 2027, with 6 months of production experience building multi-agent orchestration and RAG systems. At HireBuddy, I built an India-specific resume scoring system that processed 10K+ requests/day and improved shortlist precision by 35% versus a keyword-matching baseline.
I design end-to-end pipelines—retrieval, evaluation, and feedback generation—using LangChain/LangGraph, RAGAS, and LangSmith, then deploy with Docker and AWS REST APIs. I also build research-grade tools like HiveMind’s 5-agent autonomous research loop and CodeLens, a fully offline semantic code search that achieves sub-10ms ANN query latency.
Experience
Work history, roles, and key accomplishments
Software Engineer - ML
HireBuddy
May 2025 - Nov 2025 (6 months)
Built an India-specific resume scoring system using RAG pipelines with transformer embeddings and FAISS, fine-tuned on a 75K-resume Kaggle dataset; improved shortlist precision by 35% vs. keyword matching at 10K+ resumes/day. Deployed a production MLOps pipeline on Docker and AWS, serving 10K+ daily requests via a REST API and increasing recruiter workflow engagement by 40%.
Education
Degrees, certifications, and relevant coursework
Birla Institute of Technology, Mesra
Bachelor of Technology, Physics and Computing
2023 - 2027
B.Tech in Physics and Computing with a focus on ML, deep learning, and optimization from Birla Institute of Technology, Mesra (Aug 2023–May 2027).
Availability
Location
IndiaAuthorized to work in
Job categories
Skills
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