AI Engineer

Somu Kandula

AI Engineer building browser utilities, routing models, Codex pet experiments, and Web3 prototypes. I build small shipped tools: a Chrome AI tab cleaner, Hugging Face prompt-routing and abstention models, Codex pet packages, and Solana/Web3 prototypes.

GitHub Hugging Face X

Abstract AI and Web3 identity artwork with code panels and model-node graphs — Public work map
Four lanes: browser utilities, small model routing, Codex packages, and Web3 prototypes.

Selected Work

Small tools, model experiments, and Web3 prototypes.

Projects that show the main shape of my work: practical AI utilities, lightweight routing models, developer-facing packages, and blockchain prototypes.

All repos

Technical Focus

The working map behind my projects.

I keep returning to four practical lanes: browser workflows, lightweight model behavior, Codex-ready artifacts, and Web3 prototypes. The common thread is small systems that can be shipped, tested, and reused.

AI Lane 01

Model behavior you can route around

Prompt-routing classifiers, abstention fine-tunes, and small-model experiments that make AI systems cheaper, clearer, and easier to evaluate.

DistilBERT, Qwen2.5, TRL, Trackio

BROWSER Lane 02

AI inside everyday browser work

Chrome utilities that clean up tab clutter, organize local context, and make browser automation feel closer to an assistant than a settings panel.

Chrome Extensions, Manifest V3, Chrome AI

CODEX Lane 03

Artifacts made for developer tools

Packages, sprite atlases, validation scripts, README previews, and QA-friendly assets that make an experiment easier to inspect and reuse.

Python, WebP sprites, package validation

WEB3 Lane 04

Prototype-first Web3 systems

TypeScript and Solidity experiments around Solana ideas, contract surfaces, and lightweight narratives that test one concept at a time.

TypeScript, Solidity, Solana/Web3

Repo signal

Languages in current repos

Public repo language counts, shown as direction of travel rather than a proficiency score.

JavaScript 23 repos

TypeScript 15 repos

Python 8 repos

CSS 6 repos

Solidity 1 repo

Shell 1 repo

HTML 1 repo

Project vocabulary

Tools and topics I return to

The stack is intentionally mixed: web surfaces, model training, package polish, and prototype chains.

JavaScript TypeScript Python CSS Solidity Chrome Extensions Manifest V3 Chrome AI Transformers DistilBERT Qwen2.5 Llama TRL SFT sklearn Gradio Docker Trackio Scrapy WebP Solana Web3

Experiments / Prototypes

Focused experiments that explore one technical idea at a time.

These projects are prototypes or experimental artifacts unless explicitly described as shipped tools.