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Satyam6024/README.md

Hey there 👋, I'm Satyam Sahu

AI and ML engineering

🚀 AI Systems & Machine Learning Engineer | GenAI & Agentic Systems Developer | Python Enthusiast

🧠 About Me

  • 🎓 Mathematics enthusiast turned Machine Learning Engineer 🧙‍♂️📊
  • 🛠️ Currently building production-grade Agentic AI workflows, RAG platforms, and ML pipelines
  • 🏆 Delivering impact-driven solutions for enterprise-sponsored challenges (Bayer, TripAdvisor, JKCement)
  • 🛠️ Tools of trade: Python (async), LangGraph, FastAPI, Docker, AWS, TensorFlow, SQL, LangSmith
  • 🤓 Deeply passionate about self-directed engineering, robust logging, and continuous deployment
  • 📈 I like my models like I like my coffee — well tuned and highly regularized ☕️🔥

💻 Tech Stack

Python FastAPI Docker AWS TensorFlow SQL Pandas Scikit-Learn

🔁 My Daily Stack

☀️ Mornings 💼 Core Focus 🌙 Evenings
☕ Coffee + VS Code 🧠 Designing Agentic Workflows 📚 Learning New AI/ML Tricks
📖 Skimming Arxiv & Tech Blogs 🔄 Building CI/CD & ML Pipelines 🎮 Gaming + Git Commits
💬 Exploring Developer Communities 🧪 Evaluating LLM/RAG Latency 📓 Side Projects + Documentation

🧪 What I'm Working On

  • 🔍 Developing a LangGraph-based multi-agent framework for autonomous system incident diagnostics and remediation.
  • 📚 Optimizing Retrieval-Augmented Generation (RAG) systems using advanced retrieval mathematics (FAISS + MMR).
  • 🧠 Containerizing deep learning workflows using Docker and deploying to AWS ECS Fargate.
  • 🔄 Automating developer processes because clean CI/CD makes shipping frictionless.

🌍 Connect With Me

🧠 Pro Tips For Learners

“Don’t wait to be chosen. Choose yourself. Start building, start shipping, start learning. Every. Single. Day.”

Thanks for stopping by! If you like what I do, ⭐️ a repo or drop a message 😄

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  1. 2D-SelfDriving-Car-Model 2D-SelfDriving-Car-Model Public

    Using Machine Learning Algorithms I build a Self Driving Car

    1

  2. Eye-Disease-Prediction Eye-Disease-Prediction Public

    Can predict different diseases based on symptoms provide by user

    Jupyter Notebook 1

  3. Face-Recognition-Model Face-Recognition-Model Public

    This is simple Face Recognation Model using Machine Learning and Deep Learning Model

    Python 1

  4. Mark1-Test-Movie-Recommendation-System Mark1-Test-Movie-Recommendation-System Public

    This is a simple test Machine Learning Model of Hollywood Movies Recommendation System inspired from Netfix

    Jupyter Notebook 1

  5. RESTful-APIs-with-FastAPI RESTful-APIs-with-FastAPI Public

    FastAPI, one of the fastest and most efficient frameworks for building RESTful APIs in Python.

    Python 1

  6. Venkey-Chicken-Disease-Classification Venkey-Chicken-Disease-Classification Public

    Jupyter Notebook 1