Swayam Mishra

AI & Systems Engineer · Blockchain Builder · Cybersecurity Lead

I build systems that run in production — not prototypes dressed up as products.
Work spans AI-native infrastructure, smart contract architecture, applied ML pipelines, and adversarial security research across Web2 and Web3.

Highlights

• 🏆 1st place, Build India Hackathon (Anthropic × Replit × Lightspeed, 2,500+ applicants) - Chat2Cash
• 🎓 YC Startup School India 2026
• 🔐 Cybervault CTF 1st place · Shaastra CTF Global Rank 261 · PicoCTF Rank 564
• 🏗️ Founder, Almost Perfect (almostperfect.tech) - AI product studio

Projects

Anugamana - Hybrid RAG over Hindu scripture. BGE-M3, BM25, cross-encoder reranking, HyDE, parent-child chunking, Sarvam AI Indic stack. Research roadmap targeting EMNLP 2026.

Chat2Cash — AI financial tool. API-first, Postgres/Drizzle ORM, atomic transactions, tool use + streaming, few-shot prompting.

IDKitty — Passwordless auth-as-a-service. RS256 JWT, multi-tenant, JWKS endpoint, npm SDK, DID anchoring on Polygon Amoy.

Blobfish — npm package that converts OpenAPI/Swagger specs into MCP tools, zero config.

Hermes — Open MCP server exposing Solana DeFi actions as callable tools.

Brief — Web NFC PWA for contact exchange. Shipped same-day at YC Startup School India.

ORBIX — DAO governance on Arbitrum Stylus (Rust) with AI-assisted proposal risk scoring.

Smart Mountain Climber Helmet — Real-time vitals monitoring, anomaly detection, emergency alerts across hardware + firmware.

Roles

Cybersecurity Domain Lead, E-Labs KIIT — mentored members from fundamentals to advanced exploit techniques, organized offline CTF events.

Stack

Layer	Tools
Languages	Python, TypeScript, JavaScript, Java, Solidity, C/C++
Backend	FastAPI, Node.js, Next.js, PostgreSQL, Drizzle ORM, Supabase
AI / Data	BGE-M3, BM25, Sentence Transformers, ChromaDB, Claude API, Sarvam AI
Blockchain	Solidity, Foundry, Web3.js, Arbitrum Stylus, Solana
Security	Reverse Engineering, Cryptography, Network Security, Kali Linux