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bonk18/README.md

Hi there 👋

I'm an Information Science undergraduate passionate about Data Science, Machine Learning, and Software Development.

Currently, I'm working on machine learning projects, research in healthcare AI, and a personal cross-device smart assistant project.

Everything here is built to learn and experiment.

🛠️ Tools & Tech

  • Python, SQL, JavaScript
  • Pandas, Tensorflow, NumPy, Scikit-Learn
  • Machine Learning & Data Analytics
  • Data Visualization & Statistical Analysis

🚀 Current Interests

  • Machine Learning & Healthcare AI
  • Data Science & Analytics
  • Software Development
  • Mathematics & Problem Solving
  • Formula 1 Data & Performance Engineering

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  1. Cardio-Vision Cardio-Vision Public

    CardioVision is an end-to-end, explainable deep learning platform designed for clinical ECG analysis and cardiac arrhythmia detection.

    Python

  2. SpecGuard SpecGuard Public

    SpecGuard is an AI-powered industrial safety intelligence platform designed for petroleum-refinery maintenance operations.

    Python

  3. above-avg/ms_lesion_segmentation above-avg/ms_lesion_segmentation Public

    MS Lesion Segmentation: A Multi-modal 2.5D UNet++ Approach

    Jupyter Notebook

  4. jynx0405/EvenHanded jynx0405/EvenHanded Public

    Even Handed is an AI-powered news analysis platform that compares how different news outlets frame the same events. Using NLP and Large Language Models, it highlights differences in language, tone,…

    Python

  5. Petroleum-Refinery-Digital-Twin Petroleum-Refinery-Digital-Twin Public

    A modular, realistic Digital Twin simulator of a petroleum refinery process unit. This simulator generates continuous, time-series multivariate industrial sensor streams with physically meaningful …

    Python

  6. Loan-Repayment-for-MFI Loan-Repayment-for-MFI Public

    This project predicts the likelihood of loan repayment within 5 days using machine learning. It preprocesses data, handles class imbalance with SMOTE, and evaluates multiple classifiers. Hyperparam…

    Jupyter Notebook