Tarat

Projects (20)

Logs of experiments and builds - Written by using AI heavily.

  • I trained tiny LLMs on Shakespeare

    smollms is my tiny architecture lab for understanding dense attention, recurrence, sparse selection, compressed memory, and MoE without pretending I have a GPU cluster.

    Jul 2026·python, machine-learning, pytorch

  • How I automated my YouTube Shorts pipeline

    Zero-touch YouTube Shorts from story to post.

    Jun 2026·automation, ai, video

  • A stateful AI system that tries to predict stock prices (using news)

    Using daily news sentiment as a signal for next-day stock price movement

    Dec 2025·python, nextjs

  • Coding my own transformer model

    I coded a small transformer model to act like my girlfriend

    Dec 2025·python, machine-learning, pytorch

  • Vision-Enhanced NanoChat with Extended Context

    Extending a tiny LLM's context limit by compressing text into visual tokens using a vision encoder

    Nov 2025·python, machine-learning, pytorch

  • RAG-Powered AI Assistant for My Digital Garden

    Client-side RAG system that answers questions about my projects, writings, and experiences using semantic search

    Oct 2025·machine-learning, python, nextjs

  • One-Click Photo Aesthetic Transfer Tool

    Upload any reference photo and instantly copy its color grading and visual style to your own images

    Oct 2025·nextjs

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