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JAGGU-528/README.md

Hi, I'm Jagdish Biradar! 👋

Data Science & ML Engineer · ECE Graduate · Bengaluru, India

I build end-to-end machine learning projects — from raw messy data to deployed web applications.


🧑‍💻 About Me

  • 🎓 B.E. in Electronics & Communication Engineering — PDA College of Engineering
  • 🤖 Focused on Data Science, Machine Learning, and ML Deployment
  • 📍 Bengaluru, Karnataka
  • 📬 jagdishbiradar786@gmail.com

🛠️ Tech Stack

Languages

Python SQL

ML / Data Science

Scikit-Learn Pandas NumPy Matplotlib Seaborn TensorFlow PyTorch Plotly

Deployment & Tools

VS Code Streamlit Render Flask Git GitHub Jupyter Power BI


🚀 Projects

🩺 Diabetes Prediction Web App

End-to-end supervised ML project — predicts diabetes risk from patient health indicators.

ML Scikit-Learn Pipelines, GridSearchCV, Random Forest
Backend Flask REST API
Frontend HTML / JavaScript
Deployment Render

Repo Live App


🌍 Global Development Categorization Dashboard

End-to-end unsupervised ML project — clusters 195+ countries by 22 socio-economic indicators.

ML K-Means Clustering, SimpleImputer, StandardScaler
Visualization Plotly Express (Choropleth, Radar, Box plots)
App Streamlit interactive dashboard
Deployment Streamlit Cloud

Repo Live App


NLP - Sentiment Analysis Web App

End-to-end Text Processig ML project — predicts sentiment of the customers based on their review for the product.

ML XGBoost, Scikit-Learn, NLTK, TF-IDF, SMOTE
App Streamlit interactive dashboard
Deployment Streamlit Cloud

Repo Live App


🔗 Connect

LinkedIn Email


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  1. NLP--Sentiment-Analysis NLP--Sentiment-Analysis Public

    NLP Based Customer sentiment Analysis Web Application for any Electronics device.

    Jupyter Notebook

  2. Diabetes-Prediction Diabetes-Prediction Public

    End-to-end ML deployment — Diabetes prediction web app built with Flask, deployed on Render

    Jupyter Notebook

  3. Global-Development Global-Development Public

    Unsupervised ML | Data cleaning → Imputation → Log transform → K-Means clustering → Streamlit dashboard. Deployed on Streamlit Cloud.

    Jupyter Notebook