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itshivam96/README.md


📌 B.Tech CSE (Data Science) graduate who bridges the gap between raw data and real business impact. I build end-to-end solutions — from scraping and cleaning data to deploying ML models and crafting dashboards that actually get used.


⚙️ Technical Skills

🚀 Featured Projects

Live Projets...

🏥 1. ✨ Enterprise-level Employee Management System

Built a CRUD-based enterprise web application for employee record management using Java, Spring Boot, Hibernate and MySQL

Repo

Java Spring Boot Hibernate MySQL

  • 🚀 Built an Enterprise-level Employee Management System using Java, Spring Boot, Hibernate & MySQL
  • 🔐 Implemented secure CRUD operations, layered architecture, and RESTful APIs for efficient employee data management
  • 🏗️ Designed using MVC architecture with scalable backend structure and clean code practices
  • ⚡ Integrated Hibernate ORM for optimized database handling and seamless entity mapping
  • 🌐 Developed responsive modules for employee records, updates, deletion, and database connectivity

Stack: Java · Spring Boot · Hibernate · MySQL · REST API · MVC Architecture



📦 2. E-Commerce Product Analysis

End-to-end analytics pipeline with automated Power BI dashboard

Repo Python Power BI SQL

  • 🔄 Automated ETL: scraping → cleaning → analysis → live dashboard
  • 📊 Power BI report tracking revenue, conversion rates & return rates
  • 🔍 SQL analysis to identify underperforming SKUs & seasonal trends
  • ⚡ Reduced manual reporting time by 70% through full automation

Stack: Python · SQL · Power BI · Pandas · BeautifulSoup



📉 3. Customer Churn Prediction

Predict which customers are about to leave — before they do

Repo Python TensorFlow Keras

  • 🎯 Binary classification on telecom data — Neural Net won with 91% accuracy
  • 🔍 Feature engineering on 20+ behavioral & demographic variables
  • 🧠 SHAP value analysis to explain predictions to non-technical stakeholders
  • 📊 Benchmarked Logistic Regression, Random Forest, SVM & Neural Network

Stack: Python · TensorFlow · Keras · SHAP · Scikit-learn · Seaborn


🫁 4. Pneumonia Detection — Deep Learning

CNN model diagnosing pneumonia from chest X-rays with 94.3% accuracy

Repo TensorFlow Keras OpenCV

  • 🫁 Custom CNN + VGG16 transfer learning on 5,800+ labeled X-ray images
  • 🎯 Achieved 94.3% test accuracy with high recall (critical for medical AI)
  • ⚖️ Data augmentation pipeline built to handle class imbalance
  • 🌐 Deployable via Flask API for real-time inference

Stack: TensorFlow · Keras · OpenCV · NumPy · Python


🛒 5. Customer Shopping Behaviour Analysis

Full EDA + Tableau storytelling on 99,000+ e-commerce transactions

Repo Python Tableau SQL

  • 📦 Deep-dive EDA on 99,000+ transactions across demographics, categories & time
  • 📊 Built interactive Tableau dashboards — purchase trends, peak hours, basket sizes
  • 💡 Identified key segment: age 25–34 + electronics/clothing = 62% of revenue
  • 🎯 Delivered 5 actionable, data-backed marketing recommendations

Stack: Python · Pandas · Seaborn · Matplotlib · Tableau · SQL


🫁 6. EmpireX-Gaming-Platform — Flask and PostgreSQL

EmpireX — March of Empires is a medieval MMO strategy game where players build kingdoms, train armies, and battle for dominance

Flask PostgreSQL Render

  • ⚔️ Developed EmpireX — March of Empires, a medieval MMO strategy game with kingdom-building and real-time warfare
  • 🏰 Designed multiplayer gameplay featuring alliances, army training, resource management, and strategic battles
  • 🌐 Built using Flask with PostgreSQL backend for scalable game data and player management
  • 🚀 Deployed on Render with optimized backend performance and smooth online accessibility
  • 🎮 Created an immersive fantasy war experience with interactive gameplay mechanics and persistent progression systems

Stack: Python · Flask · PostgreSQL · Render · Multiplayer Game Logic · REST APIs


🏥 7. Medical Cost Predictor

ML regression model predicting health insurance charges with 87% accuracy

Repo Python Scikit-learn Flask XGBoost

  • 🎯 Compared Linear Regression, Random Forest & XGBoost — best model achieved R² = 0.87
  • 📦 Trained on 1,300+ patient records with 10+ engineered features
  • 🌐 Deployed as a Flask web app with a clean prediction form interface
  • 📈 Outperformed baseline model by 34% through feature engineering

Stack: Python · Pandas · Scikit-learn · XGBoost · Flask · Matplotlib


🎬 8. Movie Recommendation System

Hybrid collaborative + content-based recommender on 45,000+ movies

Repo Python Flask

  • 🎯 TF-IDF + cosine similarity on movie metadata (genres, cast, crew, plot)
  • 🌐 Flask web app with real-time search & dynamic recommendations
  • 🎬 Live TMDB API integration for posters and metadata
  • 📦 Trained on 45,000+ movies

Stack: Python · Scikit-learn · Flask · TMDB API · NLTK · Pandas


✨ 9. Cyber Portfolio — 3D Interactive

Personal portfolio with Three.js 3D animations — deployed live on Vercel

Live Site Repo React Three.js

  • 🎮 Immersive 3D particle & geometry effects with Three.js
  • 🔄 Scroll-triggered animations & smooth section transitions
  • 📱 Fully responsive — desktop, tablet, mobile
  • ⚡ Deployed on Vercel with optimized Lighthouse performance

Stack: React · Three.js · CSS3 · Framer Motion · Vercel


📚 10. MDU ePapers — University Portal

Live portal actively used by 1,000+ students for exam preparation

Live Site Repo HTML5 CSS3 JavaScript

  • 🎓 Searchable paper portal for MDU Rohtak — organized by branch & semester
  • 👥 Live and actively used by 1,000+ students
  • 🚀 Deployed on Vercel with fast global CDN delivery
  • 🎨 Cyberpunk-themed, fully responsive design

Stack: HTML5 · CSS3 · JavaScript · Vercel


⚙️ Full Tech Stack

🐍 Data Science & ML

Python R Pandas NumPy Scikit-learn TensorFlow PyTorch Keras OpenCV HuggingFace Apache Spark

📊 Analytics & BI

Tableau Power BI Jupyter Looker Studio

🌐 Web Development

React Node.js JavaScript Flask Django FastAPI HTML5 CSS3

🗄️ Databases

MySQL PostgreSQL MongoDB Firebase

☁️ Cloud & DevOps

AWS Google Cloud Azure Docker Kubernetes Git

🧾 Certifications

🏆 Certification 🏢 Issuer 📅 Status
Tableau Desktop Specialist Tableau / Salesforce ✅ Certified
Python for Data Science Coursera ✅ Completed
Google Data Analytics Professional Google / Coursera 🔄 In Progress

📊 GitHub Analytics

 



 



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🌐 Let's Connect

"I turn data into decisions, and code into experiences." If you're hiring or want to collaborate — let's talk!


   

📊 Visitor Tracker

🎯 What I Bring to Your Team

Skill Area What I Do
📊 Data Analytics SQL querying, EDA, statistical analysis, KPI dashboards
🤖 Machine Learning Predictive modeling, classification, NLP, deep learning
🌐 Web Development Full-stack apps with React, Node.js, Flask, Django
📈 Data Visualization Tableau, Power BI, Matplotlib, Seaborn, Plotly
☁️ Cloud & DevOps AWS, GCP, Azure, Docker, Git CI/CD pipelines

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