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05satyam/README.md

Hi there, I'm Satyam!

"Programming is thinking, not typing!"



👨‍💻 About Me

  • AI Software Engineer @ Chewy and a Research Volunteer at AGAI group—Carnegie Mellon
  • Research Thesis: Blindfolded Spider-Man Optimization
    A single-point metaheuristic for continuous & discrete spacesArxiv
  • Working at the intersection of AI / ML / LLMs / Optimization
  • Focused on building production-grade scalable AI systems
  • Open to collaborating on impactful AI projects

🛠️ Tech Stack

  • Research: Optimization Algorithms, Metaheuristics, Language Models Hallucination Detection and Mitigations, Security in Language Model based Systems.
  • Languages: Python, Java, C++
  • AI / ML: PyTorch, Deep Learning, Neural Netwroks, , LangChain, LlamaIndex,
  • GenAI: RAG, Agentic AI, Graph RAG, MCP, AI-Memory, System Design, GenAI—Evaluations
  • Others: AWS, MLOps, AIOps

🌟 Featured Repository

  • Central hub for AI & ML tutorials, cookbooks, and best practices
  • Covers RAG, Agentic AI, Fine-tuning, and real-world GenAI systems
  • Hands-on Jupyter notebooks with end-to-end examples
  • Curated external resources and community references

📦 PyPI Packages

InstructVault

pip install instructvault

Non-Convex Optimization Benchmark Functions

A Python library of standard non-convex benchmark functions for evaluating and comparing optimization algorithms.

pip install nonconvexoptimzationfunclib

🎉 Fun Facts

  • My favorite sitcom is The Big Bang Theory 🧠
  • Yes, One Piece truly exists! ☠️🏴‍☠️

⭐ If you find my work useful, consider starring the repositories!

Pinned Loading

  1. AI-ML AI-ML Public

    A curated, hands-on library of notebooks, demos, and resources for AI/ML, Deep Learning, Generative AI, AI-Agents, fine-tuning, and modern tooling.

    Jupyter Notebook 61 16

  2. instruct_vault instruct_vault Public

    Python 4

  3. ds_questions ds_questions Public

    Java 6 3

  4. design_problems design_problems Public

    Design Problems

    Java 4 3

  5. machine-leanring-small-projects machine-leanring-small-projects Public

    Jupyter Notebook 1 2