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ishan190425/README.md

👋 Hey, I'm Ishan Rathi

AI Engineer II @ Amazon NYC · Founder · Angel Investor 🚀

LinkedIn Website Email


🚀 About Me

AI Engineer II / SDE II at Amazon NYC (promoted October 2025), building production LLM systems and AWS integrations at scale. Beyond engineering, I'm an active angel investor with Hustle Fund Angel Squad and Rathi Capital Ventures, backing the next wave of AI and SaaS startups.

🎓 Education:

  • 🧠 MS in Artificial Intelligence — Johns Hopkins University (2023–2025)
  • 🤖 BS in Robotics Engineering & Computer Science — Worcester Polytechnic Institute (2019–2023)

🔐 Clearances & Recognition:

  • Secret Security Clearance (Department of Defense)
  • Holder of provisional patents

💼 What I'm Building

🔥 Active Projects:
  - ADA (Autonomous Dev Agents): CLI/SaaS for autonomous AI dev teams on any repo
  - SocialTrade: Next-gen social trading platform (React Native + Supabase)
  - R.I.A.: Personal AI agent — calendar, email, smart home, autonomous workflows
  - RCV AI Hedge Fund: Quantitative trading & portfolio management with autonomous AI agents

💡 Areas of Focus:
  - Multi-agent AI systems & orchestration
  - Production RAG systems & LLM engineering
  - Full-stack product development
  - Angel investing in early-stage AI/SaaS

⚡ Featured Projects

Ship software with autonomous AI dev teams. Multi-role agent rotation (CEO, Engineering, Product, Ops, Research, Design, Growth, Scrum), memory banks, CI/CD integration. TypeScript monorepo with CLI + web dashboard.

Social trading platform where users share portfolios, follow top traders, and compete on leaderboards. Built with React Native, Supabase, and real-time data. Our AI agent team (ADA) builds and maintains it autonomously.

Systematic multi-strategy quant fund — statistical arbitrage, momentum, volatility trading, and ML signals. Black-Scholes pricing, event-driven backtesting, risk management (VaR, Greeks). Built entirely by an autonomous AI agent team.


🏆 Past Ventures

Company Role Period
GamersKnockout Co-Founder & CTO Apr 2023 – Jul 2024
315Origin Co-Founder Aug 2020 – Feb 2022
Heriak Co-Founder Feb 2021 – Feb 2022

🛠️ Technical Arsenal

skills = {
    "languages": ["Python", "TypeScript", "C++", "Java"],
    "cloud": ["AWS (Lambda, S3, SageMaker, Bedrock, DynamoDB)", "Vercel", "Supabase"],
    "ai_ml": ["LLMs", "RAG Systems", "Multi-Agent Systems", "Deep Learning", "NLP", "CV"],
    "frameworks": ["PyTorch", "LangChain", "Next.js", "React Native", "Hugging Face"],
    "databases": ["PostgreSQL", "DynamoDB", "Neo4j", "Supabase"],
    "tools": ["Docker", "Git", "GitHub Actions", "CI/CD"],
    "specialties": ["AI Agent Orchestration", "Production ML", "Full-Stack Dev", "MLOps"]
}

🔧 Tech Stack

Python TypeScript AWS PyTorch Next.js React Supabase Docker LangChain NumPy Pandas


📊 GitHub Stats

Ishan's GitHub Stats

Top Languages

GitHub Streak


🌟 Highlights

+ AI Engineer II / SDE II at Amazon NYC (Oct 2025)
+ Building ADA — autonomous AI dev teams for any repo
+ Active Angel Investor: Hustle Fund Angel Squad · Rathi Capital Ventures
+ MS in Artificial Intelligence — Johns Hopkins University
+ DoD Secret Security Clearance
+ Multiple provisional patents
+ 3x Co-Founder · Serial builder

📫 Let's Connect!

Open to collaboration on AI/ML projects, agent systems, angel investing, and ambitious startup ideas!

LinkedIn Portfolio


💡 "Building the future with autonomous AI systems"

Profile Views

⭐️ From ishan190425

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  1. autonomous-dev-agents autonomous-dev-agents Public

    ADA lets you set up a team of AI agents that autonomously manage your software project — from strategy and research to product specs, engineering, ops, and design. Each agent has a specialized role…

    TypeScript 12 2

  2. Snake Snake Public

    AI to play classic Snake game

    Python

  3. ANN ANN Public

    Artificial Neural Network Project to predict if a person is liable to receive a loan

    Jupyter Notebook

  4. CNN CNN Public

    Convolutional Neural Network to use image recognition to predict if a pet is a cat or dog.

    Jupyter Notebook

  5. Kaggle Kaggle Public

    Kaggle Competitions Submissions using various ML/DL concepts

    Jupyter Notebook

  6. RNN RNN Public

    Using an RNN with an LSTM to predict the price of Google Stock