Tarat
I like robots and AI.
Currently a student at University of Edinburgh
Previously a design engineer at Adobe.
Selected writing (27)
Random thoughts and blogs — written by me.
Projects (20)
Logs of experiments and builds - Written by using AI heavily.
Nov 2025Vision-Enhanced NanoChat with Extended Context
Extending a tiny LLM's context limit by compressing text into visual tokens using a vision encoder
Jul 2026I 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.
Oct 2025Voice-Powered Todo App with On-Device AI
Finetuned a 350M parameter LLM to understand natural language tasks and run locally on mobile
Updates
Big and small updates from my life.
Started Uni again.
Masters in AI at University of Edinburgh
Library
The latest books on my shelf.
