// hi, i'm
Chirag. Kumar
Software Engineer • AI & Backend • Building software that solves real problems, not just demos.
Generates commit messages from staged diffs via a local LLM and surfaces branch-level summaries from commit history.
Severity-first skin triage for rural health workers — classifies urgency and condition from smartphone photos with 86.5% accuracy across 14 conditions. First prize, IIT RPR PeaceOfCode 2026.
Embeds subreddit posts via Sentence-BERT, scores them against a skill profile with cosine similarity, and ranks by relevance.
Reads MCP server configs from a TOML manifest, resolves dependencies, and automates installation into Antigravity's plugin directory.
I'm a software engineer focused on backend systems, AI, and developer tooling. I build products that solve practical problems — from ML-powered healthcare applications to developer infrastructure that other engineers rely on.
My work emphasizes clean architecture, thoughtful UX, and software that's genuinely useful. I operate across the full stack: designing systems, writing production code, and shipping features end-to-end.
Working on brand identity, design systems, and product at a stealth-stage Reddit marketing startup.
Building CLI tools, developer infrastructure, and automation utilities for the dev community.
Exploring LLM integration, computer vision, and agentic workflows in practical applications.
End-to-end product thinking — from wireframes to shipped features, spanning UI/UX and operations.
Whether you have a project, an idea, or just want to say hi.