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manujosephv/README.md

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πŸ‘¨πŸ»β€πŸ’» About Me:

Manu Joseph is self-made data scientist with 15+ years of cross-functional experience. He is a Staff Data Scientist with Walmart Global Tech where he uses cutting edge AI technology at scale to help Walmart.com customers get the best experience. Previously he was heading Applied Research at Thoucentric where he brought AI research and customer applications closer together.

He has extensive experience working with many Fortune 500 companies is enabling digital and AI transformations in their processes, specifically in Machine Learning based Demand Forecasting. And he has distilled that knowledge into a best-selling book on using modern techniques for time series forecasting.

He is also an active open-source contributor and developed and maintains an open-source library - PyTorch Tabular (1000+ stars and 2000+ downloads per month) - which makes deep learning for tabular data easy and accessible. He is also a contributor to NLTK where he enhanced the Language Model section of the library introducing many statistical language models.

His primary research interests are time series, deep learning, and LLMs. He is a blogger, writing in his own technical blog, and a speaker, at various AI/ML conferences.

πŸ’» Tech Stack:

Python PyTorch Plotly Pandas NumPy scikit-learn SciPy

🚩 Major Repositories

πŸ“° Publications

πŸ“Š What I'm upto in GitHub?

🌐 Get in Touch:

manujosephv in/manujosephv manujosephv @manujosephv https://deep-and-shallow.com/feed/

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  1. pytorch_tabular pytorch_tabular Public

    A standard framework for modelling Deep Learning Models for tabular data

    Python 1.4k 142

  2. deeprenewalprocess deeprenewalprocess Public archive

    GluonTS Implementation of Intermittent Demand Forecasting with Deep Renewal Processes arXiv:1911.10416v1 [cs.LG]

    Python 32 11