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KindaJayant/README.md

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🧠 About Me

  • 🤖 AI Engineer Intern @ The Future University — building institutional-grade AI for Indian equities
  • 🏗️ Architected a 7-agent equity research platform covering 5,000+ stocks across 4 investor frameworks
  • 📊 Built 211-test Promptfoo eval suites that lifted agent pass rates from ~21–57% → 75–100%
  • 🌐 Full-stack roots — MERN, Next.js, Firebase, AWS
  • 🎓 BE in Computer Science & Business Systems @ Thapar Institute (2026)
  • 📍 Based in Chandigarh, India

🔨 What I'm Working On

  • 🚀 superinvesting-evals — eval infrastructure for LLM agents in the finance domain
  • 🛠️ PromptOps-Tool — tooling around prompt engineering workflows
  • 📚 Levelling up on Python, DSA, and AI systems design

🛠️ Tech-Stack

AI / LLM: LangGraph · ChromaDB · n8n · Promptfoo · Gemini · OpenRouter · Multi-agent orchestration · RAG · Prompt Engineering
Frontend: React · Next.js · TypeScript · Tailwind CSS
Backend: FastAPI · Node.js · MongoDB · SQL · Firebase · REST APIs · WebSockets
Infra: AWS · Git · Vercel


🚀 Featured Projects

Project Description Stack
Codebase Onboarding Agent Autonomous agent that transforms any GitHub repo into a senior-developer-level onboarding report — DAG-orchestrated, real-time streamed, fully local embeddings Python · LangGraph · FastAPI · ChromaDB · WebSockets
ResearchAgent Autonomous AI equity research agent — 30 min → <60s per company, zero paid APIs Python · Gemini · Screener.in
AI Interview Platform Voice-based AI interview simulator with 90% voice-to-text accuracy Next.js · Vapi · Firebase

📈 GitHub Stats



🏆 Highlights

  • 🎯 Diagnosed & patched 20+ prompt and agent failures in production LLM systems
  • 👥 Led ops for Saturnalia — Thapar's flagship 3-day event with 10,000+ participants, managing 70+ people
  • ⚡ Reduced per-company equity research time from 30+ minutes → under 60 seconds
  • 📉 Cut MongoDB retrieval times by 75% during web dev internship

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