Skip to content
View Piyu242005's full-sized avatar
💭
lovely boy
💭
lovely boy
3 followers · 4 following

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull SharkAchievement: Quickdraw

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull SharkAchievement: Quickdraw

Highlights

  • Pro

Block or report Piyu242005

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Piyu242005/README.md

Typing SVG

Portfolio GitHub LinkedIn Email


👨‍💻 Professional Summary

Data Scientist | AI Engineer | Python Developer

Passionate about transforming complex data into actionable intelligence. With expertise in Machine Learning, Predictive Modeling, and Generative AI, I build scalable, high-impact solutions. I specialize in designing intelligent architectures, performing in-depth Exploratory Data Analysis (EDA), and deploying robust AI systems that drive measurable business value.


🎯 About This Portfolio

A cutting-edge, dark-themed centralized portfolio showcasing my professional journey, projects, and skills. Built with modern web technologies, it features 20+ micro-interactions, 3D effects, and cinematic animations — designed to leave a lasting impression while maintaining high performance and responsiveness.


📊 GitHub Metrics


📂 Featured Data Science Projects

# Project Description Stack Business Impact / Highlights
🤖 RAG-Based AI Intelligent document Q&A system using Retrieval-Augmented Generation AI RAG LLMs Designed scalable architecture for precise and context-aware document retrieval
🌍 Green Destinations Attrition Analysis ML-powered HR analytics system for predicting employee attrition and enabling data-driven retention strategies ML Classification Streamlit Developed end-to-end pipeline with SMOTE & Random Forest, delivering real-time risk prediction and actionable business insights
📈 TCS Stock Analysis Real-time stock data analytics and interactive visualizations Finance Analytics Analyzed massive datasets for trend forecasting and market insight generation
👥 Employee Attrition HR analytics focused on exploratory data analysis for predicting attrition EDA Python Identified critical retention factors using advanced statistical analysis
🐍 Advanced Python Solutions Collection of advanced Python tools and automated workflows Python Automation Developed 6+ secure & automated tools, including encryption and scraping

💼 Technical Skills & Expertise

🧠 Data Science & Machine Learning

Predictive Modeling Statistical Analysis Model Deployment

📊 Data Analysis & Visualization

EDA Data Wrangling A/B Testing

🤖 AI & NLP

Deep Learning LLMs NLP RAG Generative AI Prompt Engineering Feature Engineering NLTK spaCy

🛠️ Tools & Platforms

REST APIs Agile Version Control


✨ Portfolio UI/UX Highlights

🎨 Design & Aesthetics

  • 🌑 Premium Dark Theme with lime & violet accents
  • ✨ Custom Cursor with glowing dot + trailing ring
  • 🌊 SVG Wave Dividers between sections
  • 🔤 Cinematic Hero Animation — staggered word reveal
  • 🎯 3D Tilt Effect on project cards
  • 🧲 Magnetic Hover on CTA buttons
  • 🎆 Floating Particles in hero background
  • 📱 Fully Responsive — mobile to 4K

⚡ Sections & Flow

  • 🏠 Hero — animated text + floating tech badges
  • Stats Counter — animated numbers on scroll
  • 📂 Projects — 4 featured repos with 3D cards
  • 🛠️ Skills — staggered icon cascade animation
  • Experience — timeline with hover effects
  • 🏆 Certifications — 6 verified credentials
  • 📸 Memories — infinite scrolling gallery
  • Retro Contact — Nokia-style device UI
  • 🚀 Let's Work Together — gradient CTA section

📧 Let's Connect & Collaborate

Email LinkedIn GitHub Instagram

⭐ If you find this repository helpful, dropping a star would mean a lot!

Made with 💚 by Piyush Ramteke © 2026

Visitors

Pinned Loading

  1. RAG-Based-AI RAG-Based-AI Public

    A RAG-based AI combines a language model with external information retrieval. It first fetches relevant documents from a knowledge source, then generates answers using that context. This improves a…

    Python 1

  2. Green-Destinations-Employee-Attrition-Analysis Green-Destinations-Employee-Attrition-Analysis Public

    Data-driven HR analytics project analyzing employee attrition. Includes calculation of attrition rate and evaluation of key factors such as age, years at company, and income to identify patterns an…

    Jupyter Notebook 1

  3. Customer-Churn-Prediction-Action-System Customer-Churn-Prediction-Action-System Public

    End-to-end Customer Churn Prediction & Action System using Machine Learning (XGBoost, Random Forest) with SHAP explainability and a Streamlit dashboard to predict churn risk, identify key drivers, …

    Python

  4. Piyu-ASSIGNMENTS Piyu-ASSIGNMENTS Public

    This repository contains Python and data science assignment notebooks demonstrating skills in NumPy, Pandas, statistics, and data structures. It includes hands-on analysis using real datasets such …

    Jupyter Notebook

  5. CODSOFT-INTERNSHIP-DATA-SCIENTIST CODSOFT-INTERNSHIP-DATA-SCIENTIST Public

    Completed the CODSOFT Data Scientist Internship, where I worked on real-world data analysis and machine learning projects. Gained hands-on experience in Python, data preprocessing, visualization, m…

    Jupyter Notebook

  6. Airline-Passenger-Satisfaction-Prediction Airline-Passenger-Satisfaction-Prediction Public

    This project predicts airline passenger satisfaction using machine learning by analyzing service quality, flight delays, seat comfort, and customer experience factors. It identifies key drivers of …

    Jupyter Notebook