Utkarsh736 — Machine Learning Engineer & Sports Analyst

Hi, I’m Utkarsh

Building useful ML — and writing about it.

I’m a machine learning engineer at Omdena and a sports analyst focused on cricket. By day I turn messy data into models that actually work — the rest of the time I’m following cricket, hockey, MMA, and the NFL.

About me Explore apps

Featured Apps

Small, useful tools — mostly Gradio apps deployed on Hugging Face Spaces.

All apps

Chat It

A clean, streaming AI chatbot built with Next.js and the Vercel AI SDK

September 20, 2026

RAG Search Engine

Hybrid search + RAG + CLIP image search over 5 000 movies

September 17, 2026

Latest Writing

Notes on machine learning, experiments, and sports analytics.

All posts

Vision Transformer from Scratch

Implementing ViT end-to-end and walking through the pieces that matter.

A from-scratch walkthrough of the Vision Transformer architecture in a notebook.

September 15, 2026

Utkarsh736

Building a Transformer From Scratch

A readable, from-scratch GPT-style Transformer in PyTorch — embeddings, causal attention, multi-head, MLP, residual blocks, training and generation.

September 9, 2026

Utkarsh736

Bear Classifier

Using a pre-trained classifier to classify bears into ‘Teddy’, ‘Black’, and ‘Grizzly’ bears.

June 22, 2024

Utkarsh736