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Gagancreates/README.md

Gagan

CS Sophomore · Founder · AI Engineer

Website · zTutor · LinkedIn · HuggingFace


Building at the intersection of ML research and production systems.

AI Engineer at RowboatLabs , Prev. Founder of zTutor — an AI video generation platform with 2000+ users, backed by 3F Venture Capital. Running Eunice Labs, an independent AI research lab where I fine-tune LLMs, publish open-source models, and write research. Currently working on ARIA - adaptive reasoning token calibration in LLMs.


What I'm working on

  • ARIA — fine-tuning DeepSeek-R1 for adaptive reasoning token calibration; validated on MATH-500 and GSM8K
  • zTutor — scaling an AI-native educational video platform (2000+ users, backed by 3FVC)
  • Writing ML deep-dives at gaganp.com/blogs

Projects

zTutor — AI platform that transforms any question into tutor-style animated video explanations. 2000+ users, VC-backed.

Eunice Labs — Independent AI research lab. Open-source models, datasets, and research on LLM efficiency and reasoning.

FeynmanAI — Real-time voice AI tutor that responds by speaking while drawing diagrams on a live canvas simultaneously.

NotesAI — RAG pipeline that transforms lecture PDFs into structured study notes using semantic retrieval and Claude.

ARIA — Fine-tuned DeepSeek-R1 for adaptive reasoning token calibration. Validated monotonically decreasing token usage across MATH-500 and GSM8K.


Tech Stack

Languages
Python JavaScript TypeScript C

ML & AI
PyTorch HuggingFace NumPy scikit-learn LangChain

Backend & Infra
FastAPI Docker PostgreSQL GCP Supabase

Frontend
Next.js React Tailwind CSS


Pinned Loading

  1. NotesAI NotesAI Public

    Generate aesthetic notes from your PDF, implemented with RAG

    TypeScript

  2. FeynmanAI FeynmanAI Public

    Real Time 1:1 AI Tutor

    TypeScript 1

  3. Eunice-CLI Eunice-CLI Public

    A compounding knowledge graph for researchers - built on Claude Code. Ingest papers, learn concepts, find connections, surface ideas. Gets smarter the more you use it.

    JavaScript 5

  4. MediaForge MediaForge Public

    Privacy-focused media converter. Process images and videos locally with zero data retention.

    JavaScript 1

  5. eunice-labs-experiments eunice-labs-experiments Public

    open sourced implementation - from finetuning to agentic systems

    Jupyter Notebook

  6. Deep-Learning-Implementation Deep-Learning-Implementation Public

    Implementing DL Concepts, Research Papers, cause what's theory without implementation?

    Jupyter Notebook 1