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prithidevghosh/README.md

Hi 👋, I'm Prithidev

Backend Engineer · Shipping production LLM systems end-to-end · Founder of Askube

Top 100 of 31,000 teams

profile views twitter

🚀 What I'm building

Askube — GenAI content-repurposing SaaS, live in production, built solo

  • One video → LinkedIn posts, X threads, auto-captioned clips & newsletters in the creator's brand voice, in ~58s
  • Full pipeline end-to-end: transcription, LLM generation, clip detection, video chat (RAG), subscription billing, publishing to 5+ platforms
  • Python FastAPI LLM pipeline Docker

MindFlayer — RL environment for emergent LLM deception 🏆 Top 100 / 31,000 teams

  • A trainable LLM agent (Qwen2.5-0.5B) learns to deceive three fixed GPT-4o-mini investigators, scored by an LLM judge on a Theory-of-Mind taxonomy
  • SFT warmup + 500-step GRPO · ToM score 0.041 → 0.103 · anti-reward-hacking penalties converged to zero
  • Live on Hugging Face Spaces · PyTorch GRPO TRL OpenEnv

Kneedle — on-device health AI for osteoarthritis patients

  • Offline-first gait analysis + Gemma-powered conversational AI (Google Gemma 4 Good Hackathon)
  • Gemma on-device inference

💼 Day job

Software Engineer @ Signzy — identity-verification infrastructure used by 20+ financial institutions across India, UAE & MENA. Cut an e-Stamp service from 60s to under 2s. FastAPI Redis MongoDB Elasticsearch Argo CD

🛠️ Languages and Tools

python pytorch fastapi javascript nodejs express redis mongodb mysql elasticsearch docker kubernetes

📊 Stats

top languages

streak stats

📫 Reach me

prithidevghosh@gmail.com · LinkedIn · X/Twitter · getaskube.com

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  1. mindflayer mindflayer Public

    MindFlayer — Reinforcement Learning Environment for Emergent Deceptive Behavior in LLM Agents

    Python 1

  2. kneedle-app kneedle-app Public

    Dart

  3. kneedle-backend kneedle-backend Public

    Python

  4. kneedle-landing kneedle-landing Public

    TypeScript

  5. queryforge queryforge Public

    SQL Debugging & Optimisation Environment

    Python