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sarehsoltani/README.md

Welcome to My GitHub Profile! 👋

I'm Sareh, a passionate Data Scientist and Machine Learning Engineer with over 5 years of experience in AI/ML across both academia and industry. My research interests lie at the intersection of computer vision and natural language processing, with a strong focus on applying machine learning to address complex problems in the healthcare domain, developing impactful solutions that bridge the gap between research and real-world applications.

I hold a Master’s Degree in Computer Science from Western University, where I developed a weakly supervised anomaly detection model for surveillance videos using a Two-Stream I3D Convolutional Network as my thesis. Prior to that, I earned my Bachelor’s Degree in Computer Engineering from Amirkabir University of Technology (Tehran Polytechnic), focusing on real-time tracking systems.


About me:

  • A Machine Learning Specialist with Master’s in Computer Science and 4+ years of experience developing scalable ML models to solve real-world problems and analyzing large datasets to define data-driven objectives with measurable results.
  • Based in Toronto, ON, Canada.

⚡️ Let's Connect!

LinkedIn: https://www.linkedin.com/in/sarehsoltani96/

Email: sare.soltani74@gmail.com

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  1. Weakly-Supervised-Anomaly-Detection-in-Surveillance-Videos-Based-on-Two-Stream-I3D-ConvNet Weakly-Supervised-Anomaly-Detection-in-Surveillance-Videos-Based-on-Two-Stream-I3D-ConvNet Public

  2. Bank-Account-Fraud-Detection Bank-Account-Fraud-Detection Public

    Tabular Anomaly Detection

    Jupyter Notebook

  3. Credit-Card-Fraud-Detection Credit-Card-Fraud-Detection Public

    Anomaly Detection for Tabular Data

    Jupyter Notebook

  4. Image-Anomaly-Detection-on-MvTec-dataset Image-Anomaly-Detection-on-MvTec-dataset Public

    Jupyter Notebook 1

  5. Traffic-Prediction Traffic-Prediction Public

    Anomaly Detection for Time Series Data

    Jupyter Notebook

  6. Video-level-Anomaly-Detection-on-UCF-Crime-Dataset Video-level-Anomaly-Detection-on-UCF-Crime-Dataset Public

    Jupyter Notebook