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balamarimuthu/README.md

👋 Hi, I'm Bala Marimuthu

Aspiring AI Developer & Data Scientist
Currently building projects in Machine Learning, Deep Learning, and Data Analytics.
Skilled in Python, SQL, statistical modeling, and Custom GPT building.
Exploring NLP, Computer Vision, and Generative AI through hands-on projects.
Passionate about turning data into actionable insights and deploying real-world AI solutions.
💼 Open to internships, collaborations, and entry-level opportunities in AI & Data Science.

🚀 Skills & Tools

  • Languages: Python, SQL
  • Data Analysis & Visualization: Pandas, NumPy, Matplotlib, Seaborn
  • Machine Learning: Scikit-Learn, XGBoost, Random Forest, Regression/Classification models
  • Deep Learning: PyTorch, TensorFlow (learning in progress)
  • Generative AI: Custom GPT Building, Prompt Engineering
  • Statistics: Hypothesis Testing, Regression, Time Series Analysis
  • Other Tools: Git, Jupyter Notebook, VS code

📌 Projects

1️⃣ Heart Risk Classifier

A machine learning model using XGBoost to predict heart disease risk.
Includes data preprocessing, model evaluation, and SHAP-based interpretation.

2️⃣ Mini Transformer

fundamentals of transformers. Includes Attention Mechanism,Multi-Head Attention,Feedforward Networks,Positional Encodings,casual mask

3️⃣ SQL Data Analysis Project (Coming Soon)

A SQL-based project performing data cleaning, complex queries, and business insights.

📫 Connect With Me

⭐ "Turning data into decisions, and decisions into impact."

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  1. heart-risk-classifier heart-risk-classifier Public

    A machine learning project using XGBoost to classify heart disease risk based on patient data. Includes data preprocessing, model tuning, evaluation, SHAP-based interpretation, and ensemble methods…

    Jupyter Notebook 1 1

  2. deep-learning-with-pytorch deep-learning-with-pytorch Public

    This repository contains a minimal PyTorch-based Transformer model implementation, designed for educational and research purposes. It demonstrates the core components of modern transformer architec…

    Jupyter Notebook 1

  3. flask-bert-sentiment flask-bert-sentiment Public

    A simple Flask API for real-time sentiment analysis using a fine-tuned BERT model

    Jupyter Notebook 1