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athishio/README.md
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About

I'm an AIML student who treats side projects like production software — deployed, documented, and actually usable. Full-stack is my foundation; AI/ML is where I specialize. Right now I'm in my 2nd year, but I build like I'm already on a team that ships.

My process is simple: take an idea from "what if we built..." to a live URL someone can click. I'm currently open to remote roles, internships, and freelance work where I can own both the product and the model behind it.


How I Build

01  Scope it      →  Define the smallest version that's actually useful
02  Ship it        →  Deploy early — real URL, real users, no "coming soon"
03  Instrument it  →  Add the AI layer once the core product actually works
04  Iterate        →  Fix what breaks, cut what doesn't matter, repeat

Tech Stack

Frontend

Backend

AI / ML

Database

Infra & Tooling


Projects

♻️ context-gc

Deterministic context-compaction library for AI agents. Prunes obsolete and superseded steps from execution traces via graph-based analysis — no extra LLM calls, and every pruned event stays fully recoverable via receipts.

Python Graph Algorithms Zero-Dependency

Personal finance assistant that auto-categorizes raw transactions using the Gemini API. Backed by an AWS database with secrets managed through encrypted environment variables.

Gemini API AWS TypeScript


Currently Focused On

  • Deepening Data Structures & Algorithms
  • Sharpening system design fundamentals for full-stack + AI products

GitHub Stats


contribution snake contribution snake

Open To

Remote or on-site roles, internships, and freelance work spanning full-stack development and applied AI/ML. If you need someone who can build the product and the model behind it, let's talk.


Get In Touch

Gmail LinkedIn Portfolio


Always up for talking through a project, trading code feedback, or arguing about the best way to structure a RAG pipeline.

Pinned Loading

  1. auravault-ai auravault-ai Public

    TypeScript 1

  2. wayfinder wayfinder Public

    TypeScript 1