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ishan190425/README.md

πŸ‘‹ Hey, I'm Ishan Rathi

AI Engineer II / SDE II @ Amazon NYC πŸš€

LinkedIn Website Email


πŸš€ About Me

Recently promoted to AI Engineer II/SDE II (October 2025) at Amazon NYC, where I build cutting-edge LLM systems and AWS integrations. Beyond engineering, I'm an active angel investor with Hustle Fund Angel Squad and Rathi Capital Ventures, backing the next generation of innovative startups.

πŸŽ“ Education:

  • πŸŽ“ Master of Science in Artificial Intelligence - Johns Hopkins University (2023-2025)
  • πŸ€– BS in Robotics Engineering & Computer Science - Worcester Polytechnic Institute (2019-2023)

πŸ” Clearances & Recognition:

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

πŸ’Ό Current Projects

πŸ”₯ Active Development:
  - SocialTrade: Next-gen social trading platform
  - Automated dropshipping with AI optimization
  - Production-Ready RAG Systems: Technical blog & implementation guides

πŸ† 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

πŸ› οΈ Technical Arsenal

skills = {
    "languages": ["Python", "C++", "Java", "C"],
    "cloud": ["AWS Lambda", "EC2", "S3", "SageMaker", "DynamoDB"],
    "ml_ai": ["LLMs", "RAG Systems", "Deep Learning", "Reinforcement Learning"],
    "frameworks": ["PyTorch", "TensorFlow", "LangChain", "Hugging Face"],
    "databases": ["GraphDB", "PostgreSQL", "MongoDB", "Neo4j"],
    "tools": ["Docker", "Git", "Kubernetes", "CI/CD"],
    "specialties": ["Machine Learning", "NLP", "Computer Vision", "MLOps"]
}

πŸ”§ Tech Stack

Python AWS PyTorch TensorFlow Docker LangChain GraphDB


πŸ“Š GitHub Stats

Ishan's GitHub Stats

Top Languages

GitHub Streak


🌟 Highlights

+ Promoted to AI Engineer II / SDE II at Amazon (Oct 2025)
+ Active Angel Investor: Hustle Fund Angel Squad, Rathi Capital Ventures
+ Master's in AI from Johns Hopkins University (2023-2025)
+ DoD Secret Security Clearance
+ Multiple provisional patents
+ 3x Co-Founder

πŸ”₯ What I'm Working On

  • πŸ€– Building production-ready RAG systems with LLMs
  • ☁️ Architecting scalable AWS integrations for enterprise AI
  • πŸ“ Writing technical deep-dives on Production-Ready RAG Systems
  • πŸ’Ό Investing in early-stage AI and SaaS startups
  • πŸš€ Scaling SocialTrade

πŸ“« Let's Connect!

Open to collaboration on AI/ML projects, angel investing opportunities, and innovative startup ideas!

LinkedIn Portfolio Resume


πŸ’‘ "Building the future, one AI system at a time"

Profile Views

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