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adidas21945/README.md

Typing SVG

About

AI Engineer Intern at Aptima on the Intelligent Performance Analytics team, building ML-powered decision-making tools. CS at Georgia Tech (Intelligence + Systems & Architecture threads, Math minor).

Interested in agent systems, LLM inference efficiency, and robotics research.

Tech

Languages

Python Java TypeScript SQL R

AI / ML

PyTorch Hugging Face scikit-learn pandas LangChain MCP

Cloud & Infrastructure

AWS Docker Kubernetes Linux CUDA Neo4j PostgreSQL

Web

React Next.js Tailwind CSS Node.js FastAPI Flask

Featured Work


πŸ”€ cheapshot

Training-free LLM routing framework. Routes tasks across small and large models using single-token logprob confidence probes.

39% cost reduction vs. an all-frontier-model baseline. Powers UnpaidRA, a 5-agent research pipeline (7 agent calls in 90s, ~$0.014/run).

Python LLM Routing Agents


πŸ“Š spy-concentration-analysis

Quantitative analysis of S&P 500 index concentration. Final project for the Georgia Tech Investments Committee's quant finance mentorship.

Found the Mag 7 grew from 8.1% to 30.9% of the index and now drives ~50% of its behavior, using rolling GARCH models on a 4,099-day panel.

Jupyter Quant Finance GARCH


🌐 indiaclub-website · indiaclubgt.com

Official website for India Club at Georgia Tech, GT's largest cultural organization with 1,000+ members. Built and deployed as VP of IT: Next.js Server Components to cut client-side JS, mobile-first Tailwind UI, technical SEO (dynamic sitemap, JSON-LD), zero-downtime CI/CD on Vercel.

Next.js TypeScript Tailwind Vercel

Stats

Connect

LinkedIn Email

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  1. cheapshot cheapshot Public template

    Forked from holzerjm/AgentDay-Example

    Starter agents + skills for TOA Agent Build Day (June 27, 2026) β€” 9 fork-ready projects, agentskills.io-spec skills, measured evals, local-first

    Python 1

  2. indiaclub-gt/indiaclub-website indiaclub-gt/indiaclub-website Public

    TypeScript

  3. spy-concentration-analysis spy-concentration-analysis Public

    My final project for the Georgia Tech Investments Committee's quantitative finance mentorship.

    Jupyter Notebook

  4. US-Soccer-App US-Soccer-App Public

    Python