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shruthin4/README.md
Typing SVG
Developer

πŸ‘‹ I'm Shruthin Reddy

Data Science and Machine Learning Enthusiast

while True:
    learn_new_skills()
    build_amazing_projects()
    if opportunity_knocks():
        grab_it_with_both_hands()

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πŸ‘¨β€πŸ’» About Me

I'm a Data Science and Machine Learning enthusiast with expertise in building end-to-end predictive models and analytics solutions. Currently pursuing a Master's in Computer Science at the University of Louisville (GPA: 3.96/4.0) and working as a Grading Assistant, with previous experience as a Data Science Intern at VE Projects private Limited.

✨ My Focus Areas: Machine Learning, NLP, and Predictive Analytics

πŸ”­ Currently Working On: Personalized Marketing Optimization System & Health Condition Risk Prediction System

🌱 Learning: Advanced LLMs, Fine-Tuning Techniques, Vector Databases

πŸ” Looking For: Data Science and Analytics opportunities to make impactful contributions

πŸš€ Projects

AI-Powered Interactive Resume Chatbot

Project Preview Project Preview

Flask, JavaScript, ChromaDB, Gemini AI API - Conversational AI chatbot with vector database for efficient information retrieval about my professional profile.

Predicting 30-Day Readmission Risk in Diabetic Patients Using Machine Learning

Project Preview Project Preview

Python, scikit-learn - End-to-end ML system predicting 30-day hospital readmission risk for diabetic patients with interactive dashboards.

News Article Classification

Project Preview NLP

NLP, Python, Machine Learning - Text classification model to categorize BBC News articles with 96% accuracy using optimized ML pipeline.

Cricket Data Analysis Project

Project Preview Project Preview

Python, Pandas - Comprehensive analysis of cricket data with 15+ interactive visualizations for performance trends and match strategies.

πŸ› οΈ Tech Stack

Languages & Databases

python cpp postgresql javascript html5 css3

Machine Learning & AI

scikit-learn pytorch numpy pandas huggingface pyspark

Data Visualization & Tools

powerbi matplotlib seaborn jupyter googlecolab vscode

Cloud & Infrastructure

azure databricks etl datalakehouse

Natural Language Processing & Generative AI

transformers llms prompt-engineering fine-tuning rag tokenization

πŸ“š Education

University of Louisville

Master of Science in Computer Science and Engineering | GPA: 3.96/4.0 | 2023-2025

Coursework: Python and Data Analytics, Data Visualization, Intro to Machine Learning, Web Mining for E-Commerce

St. Martin's Engineering College

Bachelor of Technology in Computer Science and Engineering | GPA: 3.5/4.0 | 2019-2023

πŸ† Certifications

Microsoft Azure
IIT Kharagpur Databricks
Oracle

I love connecting with different people, so if you want to say hi, I'll be happy to meet you! 😊

Popular repositories Loading

  1. shruthin4 shruthin4 Public

    Hello all , This is my profile

  2. IPL-Cricket-Analysis-2007-2024 IPL-Cricket-Analysis-2007-2024 Public

    Performed end-to-end EDA on IPL data (2007–2024), generating 15+ visualizations for player, team, and venue insights.

    Jupyter Notebook

  3. News-Articles-Classification News-Articles-Classification Public

    Built an end-to-end text classification model using TF-IDF vectorization and models like Logistic Regression and SVM. Includes exploratory data analysis, model evaluation

    Jupyter Notebook

  4. Portfolio-Chatbot Portfolio-Chatbot Public

    Developed an AI-powered chatbot using RAG, Flask, and ChromaDB to answer resume-related queries interactively.

    Python

  5. diabetic-readmission-prediction diabetic-readmission-prediction Public

    Built a LightGBM-based model to predict diabetic patient readmissions using SHAP for explainability and recall optimization.

    Jupyter Notebook

  6. shruthin4.github.io shruthin4.github.io Public

    HTML