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Souvik-Mandal-Harvard/README.md

I'm Souvik Mandal

Data & AI Solutions Expert | Researcher | Educator

With 14+ years of experience in research & data science, 7+ years in machine learning, and 2+ years in production DataOps, I am an expert in converting complex research and business problems into scalable solutions with end-to-end data pipelines and enterprise AI/ML systems.

"Improving human life through equitable access to knowledge and opportunity."

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  1. Computational-Behavioral-Sciences_LS100_Harvard Computational-Behavioral-Sciences_LS100_Harvard Public

    Guides & Jupyter Notebooks covering data science, computer vision, audio processing - tailored for research on behavioral sciences, and the course "LS100" taught at Harvard University.

    Jupyter Notebook 3 2

  2. Machine-Learning-for-Data-Science Machine-Learning-for-Data-Science Public

    Collection of notebooks for supervised and unsupervised ML pipelines for learning, and for adoption in research and industry workflow.

    Jupyter Notebook

  3. EthoScope_GPU EthoScope_GPU Public

    Ethoscope automates extracting behaviors from videos using unsupervised machine learning. It takes positional body keypoint data derived from pose estimators as input and outputs behavioral syllabl…

    Jupyter Notebook 3 1

  4. Trail_Analysis Trail_Analysis Public

    Python codes for analyzing behavioral data from ants following pheromone trails.

    Jupyter Notebook