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krunalss/README.md

Hi there, I'm Krunal Shambharkar 👋

I’m a MLOps engineer specializing in building exceptional end-to-end pipelines that transform raw data into insightful forecasts, all while ensuring models are robust, scalable, and seamlessly integrated with cloud AI platforms.

I am open to:

  • fulltime Machine Learning Engieer Role,
  • MLOps Engineer Role,
  • any collaboration work,
  • machine learning projects(development or research),
  • available to contribute in papers for Machine Learning journals or conferences.

I’m currently learning and Exploring:

  • LLM
  • LLMOps
  • Amazon SageMaker, Bedrock

Skills:

MY MLOPS Toolkit

Purpose Tool/Technology
Environment Setup conda
Template Cookiecutter
Version controling github DVC
CI/CD github-actions
ML Platform mlflow comet WeightsAndBiases
Feature store/model registry
Orchestration Apache Airflow
Containerization docker
Container Orchestration kubernetes
Model Deployment flask Streamlit FastAPI
Monitoring prometheus

My Projects

Title Models & Tech REPO LINK LIVE APP LINK
Gemini Geo Land Descripter (Satelite image- land classifier) Google Gemini pro vison model GITHUB Streamlit app
SysForecast: What-If Analysis Tool for IT Enterprises Xgboost Regressor, ML flow GITHUB Streamlit app
Wafer Sensor Quality Classifier (Slice of semiconductor) Xgboost Classifier, Hopsworks GITHUB Streamlit app
Movie Review Sentiment Analysis NLP,Tensorflow, simple RNN GITHUB Streamlit app

Languages:

Python  Java 

ML/DL:

scikit-learn  Tensorflow  Pandas 

Database:

PostgreSQL  Neo4j  MySQL 

IDEs:

Visual Studio Code  Eclipse  Jupyter Notebook 

🎓Certifications👨‍🎓:

Course Platform
LLMOps
AI For Everyone
Machine Learning
Problem Solving

Connect with me:

krunal's github stats

Popular repositories Loading

  1. data_it_enterprises data_it_enterprises Public

    Jupyter Notebook 1

  2. dataset_it_entep dataset_it_entep Public

    1

  3. GeoAI_LandClassifier GeoAI_LandClassifier Public

    See the live Streamlit app here:

    Python 1 1

  4. nse_project nse_project Public

  5. machine-learning-book machine-learning-book Public

    Forked from rasbt/machine-learning-book

    Code Repository for Machine Learning with PyTorch and Scikit-Learn

    Jupyter Notebook

  6. mlops_main mlops_main Public

    Forked from c17hawke/mlops_main

    mlops main demo_sunny

    Makefile