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AI / RAG Engineer

Om Abhishek Tripathi

Retrieval · Embeddings · Applied AI
GitHub LinkedIn
01Responsibility

Owns ARIA — ingestion (PDF/YouTube/GitHub), embeddings, Chroma retrieval, memory and Groq/LangChain orchestration. Labels AI honestly.

02Observed Stack
  • Next.js
  • React
  • TypeScript
  • FastAPI
  • LangChain
  • Groq
  • HuggingFace Embeddings
  • Chroma
  • Prisma / Postgres
  • Clerk / Inngest
  • Scraping / Image Similarity
03Selected Evidence
  • — ARIA — semantic RAG with deterministic fallback
  • — PDF / YT / GitHub ingest pipelines
  • — Evaluation harness for retrieval quality
04Projects Owned / Linked
05Capabilities
  • AI / RAG & Applied Data
  • Backend & Platform
  • Automation / Systems
08Contact

Bring us a problem worth untangling.

A paragraph. Plain words.

No backend yet. Hitting send opens your mail client with a prefilled draft to hello@teamparadox.in — honest, no fake success state. If that fails, write to us directly.