AI Engineer | IIT Kanpur B.Tech '24

Navneet Singh

I build agentic AI systems, workflow automation, scraping pipelines, and full-stack products that turn fuzzy ideas into production-ready software.

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Black-and-white portrait of Navneet Singh holding a camera — Currently: AI systems, retrieval, automation, and chess apps.

LangGraph Hybrid code RAG Python React Docker Gemini API Stockfish

01 / Summary

Engineer for AI products that need to work outside the demo.

Hands-on experience across agent workflows, tool-calling strategies, repository-scale retrieval, data scraping systems, and backend platforms. Comfortable moving from messy requirements to working systems with measurable behavior.

02 / Work Experience

Recent work

Sep 2024 - Present Remote, Palo Alto

Turing

Data Scientist

Designed prompts, agent workflows, and tool-calling strategies for Penguin's agentic AI systems using SFT and RLHF.
Built hybrid code RAG for Amazon SWE-Bench GitHub issue analysis with Python, Neo4j, Qdrant, BM25, and cross-encoder reranking.
Implemented LangGraph multi-hop retrieval over calls, imports, inheritance, and dependencies for grounded engineering Q&A.
Managed a 6-person team working on graph-based data representations for large-scale learning pipelines.

Jun 2023 - Jul 2023 Remote, New York

EEZY Labs

Data Engineer Intern

Built data scraping pipelines for venue websites and Instagram profiles, optimized with parallel processing.
Containerized and deployed scraping pipelines on GCP using Docker, with unit tests, validation checks, and TOR routing.
Automated data collection and analysis across 400,000+ websites.

03 / Selected Projects

Things I built

E4Square

GitHub

Self project | Feb 2026 - May 2026

Full-stack chess platform with multiplayer, bot play, puzzle training, clocks, rematches, Stockfish analysis, and responsive gameplay.

React, Node.js, Express, Socket.IO, Firebase, AWS, Nginx

AI Procurement Agent

GitHub

Self project | Jun 2026

Python-based agent for supplier discovery, qualification, outreach, reply routing, follow-ups, and next-step decisions with Gemini.

Python, SQLite, Google Gemini API, Gmail API, unittest, Git

Markowitz Portfolio Study

Finance & Analytics Club

IIT Kanpur

Portfolio optimization project using Python libraries to balance expected profit against calculated risk.

Python, NumPy, pandas, matplotlib, SciPy

04 / Skills

Toolbox

Languages & Web

C, C++, Python, SQL, JavaScript, Flask, Node.js, React, MongoDB, LaTeX

AI & ML

NumPy, pandas, scikit-learn, PyTorch, LangChain, LangGraph, Hugging Face, FAISS

Tools

Git, GitHub, AWS, Azure, Postman, Docker, Selenium, Codex, Claude Code

05 / Education & Extras

IITK and beyond

Indian Institute of Technology, Kanpur

Bachelor of Technology, 2020 - 2024

Inter IIT Tech Meet '22

Represented IIT Kanpur in Alpha Quest as part of an 8-member team.

Techweek Winner

Secured 1st place in a Science & Technology Council event against 100+ teams.

Finance & Analytics Club

Served as Secretary and helped organize a three-day national-level finance event.