const abhishek = {
role: "Software Engineer — AI systems & full-stack",
studying: "B.Tech, Computer Science (AI specialization)",
focus: ["Agentic AI", "RAG & vector search", "Graph databases", "Observability"],
building: "hackathon-grade prototypes that actually run — live demos, real metrics",
principle: "if I can't measure it, I don't claim it",
};I like working close to the product — experimenting, shipping, and proving it works. Most of what's below started as a hackathon build and ended up with a live URL, a validation script, or both.
🧠 SOBER — CI/CD for Agent Brains
Git, pipelines, canary deploys and Dependabot — for memory. Treats a knowledge graph as a versioned, testable, revertable artifact.
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🛡️ Kavach — Fraud Ring Detection
Banks flag fraud one account at a time. Real fraud works in rings. Multi-hop Cypher traversal + union-find, scored by transaction edge density.
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🇮🇳 TruRank — Candidate Ranking at 100K
Ranks 100,000 candidates the way a great recruiter would — by fit, not keywords. Aspect-based retrieval → RRF fusion → cross-encoder rerank.
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🌙 Quiet Hours — On-Call Agent for Humans
An on-call agent that protects the human, not just the service. Notices when someone's been firefighting alone since 2 a.m. — and steps in.
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🎙️ RealPrep AI — Interview Prep with Emotion
AI interviewer with real-time facial emotion detection — voice, text, and a Monaco code editor, plus resume-grounded questions.
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📚 BookBuddy — RAG Book Companion
Upload a book, then have a citation-backed conversation with it.
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🗂️ More things I've built — click to expand
| Project | What it is | Stack |
|---|---|---|
| 🧭 Navigator | Developer intelligence dashboard — GitHub, Gmail, Calendar, Todoist and weather in one place, queried by one NL question across 7 sources. Every answer shows its compiled SQL, so it can't hallucinate. | Coral · FastAPI · React · Gemini |
| 🪸 Rakshak | Personal dependency health agent — scans your repos' manifests, matches CVE/GHSA advisories to your exact pins, scores risk on a heatmap, and pings you on Telegram. | Coral · FastAPI · SQLite · Gemini |
| ⚡ Zipper | Drop your chaos, download your structure. A zero-upload file organizer: 3-layer classifier (rules → TF-IDF/k-means → in-browser MiniLM) that never reads file content. Nothing leaves your device. | Next.js · Zustand · transformers.js |
| ♟️ Project-P | A UCI chess engine from scratch — magic bitboards, PVS + TT + LMR, tapered eval heading to NNUE, perft-validated. Aiming at a Lichess rating climb. | C++20 · bitboards · NNUE |
| 📡 SigNoz Warm-Up | "My AI agent took 21 seconds to answer 2 + 2 — SigNoz found out why in two clicks." OpenTelemetry GenAI semantic conventions, a deliberately buggy agent, and an AI agent debugging an AI agent over MCP. | Python · OTel · SigNoz · MCP |
| AI travel planner with smart itinerary generation. Live | Next.js · MongoDB · Clerk |
Languages
Frontend & Backend
Data & AI
Infra & Tooling
RAG · Agentic AI · MCP · Neo4j / Cypher · pgvector · OpenTelemetry · Cross-encoders · WebSockets
- 🔭 Building Project-P, a C++ chess engine, one phase at a time — perft first, rating later
- 🌱 Going deeper on agent memory, evaluation harnesses, and observability for LLM systems
- 🤝 Open to collaborating on AI-heavy products and interesting open-source problems
- 💬 Ask me about graph databases, RAG pipelines that cite their sources, or why your agent is slow
