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aun151214/README.md

Hi, I'm Aun Ali

I am a Master’s student in Computer Intelligent Systems at the University of Verona, currently conducting my thesis at EPFL in Lausanne.

My interests are in:

  • Machine Learning
  • Computer Vision
  • Scientific Python
  • Time-Series Analysis
  • Data-Intensive Research Engineering

Current focus

My thesis work at EPFL involves quantitative analysis of large multichannel 3D time-resolved light-sheet microscopy data, with a focus on tracking-related methods, imaging workflows, and usable scientific software.

Selected projects

  • Predictive Maintenance with NASA C-MAPSS
    End-to-end time-series pipeline comparing ML and deep learning models including LSTM, GRU, and Transformer.

  • YOLOv8 Object Detection on OpenImages
    Reproducible object detection workflow including data preparation, training, evaluation, and inference.

  • Real-Time Anomaly Detection Dashboard
    Streamlit dashboard for real-time anomaly visualization and live evaluation using NAB data.

Tools

Python, PyTorch, TensorFlow, OpenCV, scikit-learn, Streamlit, Pandas, NumPy, Git

Open to

Machine Learning, Computer Vision, Research Engineer, Scientific Software, and Applied AI roles in Switzerland.

Links

Popular repositories Loading

  1. predictive-maintenance-cmapss predictive-maintenance-cmapss Public

    End-to-end predictive maintenance pipeline on NASA C-MAPSS with LSTM, GRU, Transformer, benchmarking, and automated reporting.

    Jupyter Notebook 2

  2. tourforyou.github.io tourforyou.github.io Public

    CSS

  3. Real-Time-Anomaly-Detection-Dashboard-NAB-Dataset Real-Time-Anomaly-Detection-Dashboard-NAB-Dataset Public

    Real-time anomaly detection dashboard using Python, Streamlit, Isolation Forest, and NAB time-series data.

    Python

  4. YOLOv8-Object-Detection-Project-1 YOLOv8-Object-Detection-Project-1 Public

    YOLOv8 object detection pipeline with dataset preparation, training, evaluation, inference, and reproducible project structure.

    Python

  5. robotic-arm-simulation-pybullet-cv robotic-arm-simulation-pybullet-cv Public

  6. energy-usage-forecasting-uci energy-usage-forecasting-uci Public

    Python