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sarehsoltani/README.md

πŸ’« About Me:

I'm Sareh, a passionate Data Scientist and Machine Learning Engineer with 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. 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.

πŸ’» Tech Stack:

C Bash Script Python Markdown LaTeX JavaScript AWS Azure Google Cloud Anaconda Apache Spark Streamlit OpenCV Flask FastAPI Context-API nVIDIA Apache Hadoop Apache Airflow Jenkins MySQL MongoDB InfluxDB Keras Matplotlib mlflow NumPy Pandas Plotly PyTorch scikit-learn Scipy TensorFlow GitLab CI GitHub Actions GitHub GitLab Git Kubernetes Postman Power Bi

πŸ“Š GitHub Stats:



πŸ† GitHub Trophies

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⚑️ Let's Connect!

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

Email: [email protected]

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  1. Medibot-LLM-Powered-Medical-Chatbot Medibot-LLM-Powered-Medical-Chatbot Public

    Jupyter Notebook

  2. scGPT-based-Single-Cell-RNA-seq-Immune-Cell-Annotation scGPT-based-Single-Cell-RNA-seq-Immune-Cell-Annotation Public

    Jupyter Notebook

  3. 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

  4. Bank-Account-Fraud-Detection Bank-Account-Fraud-Detection Public

    Tabular Anomaly Detection

    Jupyter Notebook

  5. Credit-Card-Fraud-Detection Credit-Card-Fraud-Detection Public

    Anomaly Detection for Tabular Data

    Jupyter Notebook

  6. Traffic-Prediction Traffic-Prediction Public

    Anomaly Detection for Time Series Data

    Jupyter Notebook