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Achievement: YOLO

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alphacrypto246/README.md

Hi, I'm Arya Deep Chowdhury 👋

Data Science Student | Aspiring ML/AI Engineer

I'm a Data Science student at SRM Institute of Science and Technology with a strong interest in Machine Learning, Deep Learning, and Artificial Intelligence.

I enjoy building practical applications with data and exploring the complete journey from data preprocessing and model development to deployment.

🚀 About Me

  • 🎓 BCA Data Science student at SRMIST, KTR
  • 🤖 Interested in Machine Learning, Deep Learning & AI
  • 🐍 Working primarily with Python for Data Science and ML
  • 🧠 Exploring ML Engineering, deployment, and AI
  • 💻 Interested in building practical and end-to-end ML applications

🛠️ Tech Stack

💻 Programming Languages

Python Java C++ SQL HTML CSS

🤖 Machine Learning & Data Science

Scikit Learn Pandas NumPy Matplotlib Seaborn

🧠 Deep Learning

TensorFlow Keras YOLO

🗄️ Databases

MongoDB

🌐 Deployment & APIs

Flask FastAPI Streamlit

🛠️ Developer Tools

Git GitHub Jupyter VS Code

🎯 Goal

I'm working toward becoming an ML/AI Engineer, focusing on building practical, reliable, and deployable machine learning systems.

🤝 Connect With Me

Keep Learning. Keep Building. Keep Improving. 🚀

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  1. Edu-Predict Edu-Predict Public

    Production-grade end-to-end ML pipeline for student score prediction featuring modular ETL, custom logging/exception handling, model hyperparameter tuning, and Flask deployment.

    Jupyter Notebook

  2. Customer-Churn Customer-Churn Public

    An end-to-end Machine Learning customer churn prediction system featuring an automated MongoDB pipeline, SMOTE class balancing, multi-model benchmarking, and a real-time FastAPI & modern interactiv…

    Jupyter Notebook

  3. SegmentIQ SegmentIQ Public

    End-to-end Credit Card Customer Segmentation system leveraging Silhouette-optimized KMeans, low-latency surrogate classification, FastAPI , and dynamic Chart.js analytics.

    Jupyter Notebook

  4. Stock-Price-Movement-Prediction Stock-Price-Movement-Prediction Public

    A project leveraging Polynomial Regression to predict stock price movements based on historical data. Includes data preprocessing, feature engineering, visualization, and model evaluation to provid…

    Jupyter Notebook

  5. Air-Quality-Prediction Air-Quality-Prediction Public

    The Air Pollution Prediction project forecasts pollution levels using the Air Quality UCI dataset, including variables like CO, NOx, temperature, and humidity. It analyzes temporal and environmenta…

    Jupyter Notebook 2

  6. Number-Prediction-ANN Number-Prediction-ANN Public

    The Number Prediction project is a machine learning implementation that uses a neural network to classify handwritten digits (0-9) from the MNIST dataset. Built with TensorFlow and Keras, the proje…

    Jupyter Notebook