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SumitYesade22/README.md

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Hey there 👋, I'm Sumit Yesade

🚀 Machine Learning | MLOps | Data Science | Generative AI Enthusiast

🔬 I build end-to-end ML pipelines, experiment with Generative AI, and automate workflows using cutting-edge MLOps tools.
I thrive on solving problems with data, deploying intelligent solutions, and contributing to impactful AI projects.

⚙️ My Tech Stack

🧩 Favorite Tools & Learning Stack

  • 📦 MLOps: MLflow, DVC, Airflow, Prefect, Kubeflow
  • 🧠 ML/AI: Scikit-learn, PyTorch, TensorFlow, XGBoost, HuggingFace Transformers
  • 🔄 Workflow & Versioning: Git, DVC, Weights & Biases, GitHub Actions
  • ☁️ Cloud & Deployment: AWS S3 & Lambda, GCP Vertex AI, Docker, FastAPI
  • 🤖 GenAI Interests: LLMs, LangChain, Vector DBs (FAISS, Pinecone), RAG
  • 🔬 Currently Exploring: RLHF, MLOps for GenAI, LangGraph, Retrieval-Augmented Generation

📊 GitHub Stats

🔗 Let's Connect

  • 🚀 Open to collaboration on ML pipelines, LLM integrations, and MLOps platforms
  • 🌱 Looking to join communities working on applied AI & open-source GenAI projects
  • 🤝 Always learning, always experimenting — let’s build something impactful!

"Train models. Build pipelines. Deploy ideas." 🚀

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  1. DSA DSA Public

    This repository contains my Data Structures and Algorithms (DSA) solutions implemented in Java and Python. It focuses on improving problem-solving skills through well-structured, efficient, and rea…

    Java

  2. kubernetes-test-app kubernetes-test-app Public

    This is a Kubernetes learning/test application built to gain hands-on experience with Docker, Minikube, and kubectl, covering core Kubernetes concepts such as pods, deployments, services, and basic…

    Python

  3. MLflow-endtoend MLflow-endtoend Public

    This is an end-to-end Vehicle Insurance Machine Learning pipeline built using MLflow, following MLOps best practices. The project covers data ingestion, preprocessing, model training, evaluation, e…

    Jupyter Notebook

  4. DVC DVC Public

    This repository is a learning project for DVC (Data Version Control), focused on understanding dataset versioning, experiment tracking.

    Python