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jakorostami/README.md

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GitHub Streak

  • 🔨 Working as a Machine Learning Engineer, former Data Scientist, BSc Statistics & Probability theory

  • 💣 Doing hobby research and projects on AI, Computational Supply Chain, and Topological Data Analysis & Machine Learning

  • 💻 Currently building a Python library for Computational Supply Chain - follow the progress on here @ supplyseer

🖥️ Open-Source Projects

Machine Learning
Title Stars Technologies
Experimentation, Sequential A/B testing, E-values Stars NumPy Pandas
SciPy
Computational Supply Chain & Machine Learning Stars NumPy Polars
Pandas
SciPy
Cough Classification with hybrid CNNs and Topological Data Analysis Stars PyTorch PyTorch
Polars
GenAI Playground Stars PyTorch Streamlit
Flet Gemini Anthropic
ML Playground Stars PyTorch HuggingFace
ML and Data Science for Gaming Data Stars Polars Pandas
SciPy
Probability theory Stars Scikit-learn SciPy
NumPy
📈 Stats
My Github Stats



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  1. expectation expectation Public

    Python library for confidence sequences, sequential testing, e-processes, e-values, and game-theoretic probability.

    Python 8 1

  2. supplyseer-ai/supplyseer supplyseer-ai/supplyseer Public

    Python library for Applied Computational Supply Chain & Logistics. Unlock Neural Nets, Bayesian EOQ, Optimization, Time Series, and more for smarter decisions.

    Python 78 9

  3. cough_classification cough_classification Public

    Building hybrid CNN with topological data analysis, Mel Spectograms and custom tensor transformations

    Python 1

  4. gen-ai-playground gen-ai-playground Public

    Building GenAI applications in a playground setting for prototyping, demonstration, and training.

    Python 2

  5. gaming_ds gaming_ds Public

    ML modeling and Data Science for Gaming Data. Counter-Strike GO and League of Legends analysis and modeling.

    Python

  6. probability_theory probability_theory Public

    Repo for probability theory and fun stuff

    Jupyter Notebook 1