# Satyam Kumar Singh

> Satyam Kumar Singh is an AI engineer and full-stack developer, a second-year Computer Science (AI) student at Vedam School of Technology, Pune, who builds multi-agent and RAG systems, ships the full stack around them (Java, Node, React, React Native), and evaluates LLMs for Deccan AI Experts.

- Title: AI engineer and full-stack developer
- Resume: https://satyamkumarsingh.com/resume
- Questions answered from this site: https://satyamkumarsingh.com/faq
- Full text of the site: https://satyamkumarsingh.com/llms-full.txt
- Evaluation lab for the site's RAG palette: https://satyamkumarsingh.com/lab
- Location: Pune, India
- Availability: Open to remote AI engineering and full-stack roles, internship or contract. IST, with US and EU overlap.
- Site: https://satyamkumarsingh.com
- github: https://github.com/Satyam087
- linkedin: https://www.linkedin.com/in/satyamkumarsingh-ai/
- leetcode: https://leetcode.com/u/True_man08/
- codechef: https://www.codechef.com/users/vscimat

## Work
- Full Stack Developer Intern, Third Shade Media Services (since 2026-06)
- Certified LLM Evaluation Expert, Deccan AI Experts (since 2026-06)
- Co-founder, CampusCritique (since 2026-04)

## Projects
- [Notify](https://satyamkumarsingh.com/work/notify): Multi-tenant notification service in Java and RabbitMQ, in production since May 2026. Delivery success: 98.1% (SELECT status, count(*) FROM notification_jobs, prod Postgres, 14 Sep 2026).
- [OilTrace](https://satyamkumarsingh.com/work/oiltrace): U-Net oil-slick detection on Sentinel-1 radar, Smart India Hackathon 2026. Dice: 0.35 (ML-service/runs/E6_focal_iter/history.json).
- [Humraah](https://satyamkumarsingh.com/work/humraah): Matrimonial platform. Backend, PWA and mobile app taken from a failed audit to store review. Blocking audit findings: 40 → 0 (All_Issues.md and launch QA register F-01…F-30, 12 Sep 2026).
- [CampusCritique](https://satyamkumarsingh.com/work/campuscritique): College discovery platform I co-founded. I own payments, notifications and admissions automation. Users since launch: 1.1K (Google Analytics 4, 14 Sep 2026).
- [KisanMind](https://satyamkumarsingh.com/work/kisanmind): Five-node LangGraph advisor for farmers with Hindi and Marathi voice, built in 24 hours. Automated tests: 152 (ai/tests, grep -c 'def test_').
- [AskMyNotes](https://satyamkumarsingh.com/work/askmynotes): RAG study copilot that answers only from your notes. First place, Noesis Hackathon.
- [Margo Rubber](https://satyamkumarsingh.com/work/margo-rubber): B2B export site where contradictions in the source material cannot reach production. Caught by build gates: 13 + 23 + 4 (check-links and check-blocks gates, tracker log 12 to 13 Aug 2026).
- [PageNotes](https://satyamkumarsingh.com/work/pagenotes): Reading-path planner that turns a topic into beginner, intermediate and advanced books.

## Writing
- [What 1,346 notification jobs taught me about async delivery](https://satyamkumarsingh.com/writing/1346-notification-jobs): Commit first, publish second, sweep for the gap. The decisions behind Notify's 98.1%, and the 25 jobs that failed anyway.
- [I built a RAG system for my own portfolio, then published its evaluation](https://satyamkumarsingh.com/writing/rag-for-my-own-portfolio): 125 chunks, one threshold, a prompt that is allowed to say no, and a benchmark anyone can inspect.
- [The webhook that routed every payment to the refund handler](https://satyamkumarsingh.com/writing/webhook-refund-handler): A one-line guard, a whole-flow outage, and the four rules for payment webhooks I follow now.

## Recognition
- First place, Noesis Hackathon (AskMyNotes) (2026-03)
- Top 2 of ~40 teams, HackWarts by Alta School of Technology (KisanMind) (2026-04)
- Winner, internal round, Smart India Hackathon 2026 (OilTrace); national round pending (2026-08)
- Second prize, first hackathon (cultural-club) (2025-10)

## Skills
LangGraph, LangChain, Retrieval-augmented generation, LLM evaluation, Multi-agent systems, Next.js, FastAPI, React Native, Spring Boot, RabbitMQ, PostgreSQL, TypeScript, Python, Java