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90 followers · 2 following

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Achievement: Starstruckx2Achievement: Pull Sharkx3Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Starstruckx2Achievement: Pull Sharkx3Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

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stephenleo/README.md

👋 Hi there! My name is

Marie Stephen Leo

Most people call me Leo

Github dev.to badge dev.to badge dev.to badge

  • ⚡ I currently lead a team of Machine Learning Engineers and Data Engineers to architect and build data powered products using various technologies on GCP.
  • ⌛ My prior experience is in building AI/ML products in e-commerce, public relations and high-tech manufacturing industries using AWS, GCP and on-prem.
  • 🦄 I've developed entire Data products end-end (Algorithms, Data Engineering, Backend, Microservice middle layer and Frontend) in the Python and AWS/GCP ecosystems.
  • 🔥 I'm also a part time Data Science Instructor.
  • ✍️ In my free time I'm a Freelance Technical Writer. I'm a LinkedIn Top Voic (blue badge). I've achieved "Top writer in Artificial Intelligence" on Medium several times.
  • 💪 I have 14 years of ML experience across NLP (including LLMOps), RecSys, MLOps, Data Engineering, Data Analytics, Computer Vision, and Tabular data. I’ve published multiple technical blog posts on Medium (1000 followers) and co-authored a paper in ACL 2020 on unsupervised topic modelling of e-commerce reviews.

I regularly post about practical and applied data science. If you like my posts, let's connect on Linkedin or on Twitter!

Some of my technical work:

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  1. llm-structured-output-benchmarks llm-structured-output-benchmarks Public

    Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on tasks like multi-label classification, named entity recognition,…

    Python 139 5

  2. stripnet stripnet Public

    STriP Net: Semantic Similarity of Scientific Papers (S3P) Network

    HTML 85 8

  3. adventures-with-ann adventures-with-ann Public

    All the code for a series of Medium articles on Approximate Nearest Neighbors

    Jupyter Notebook 45 11

  4. data-science-blog data-science-blog Public

    Jupyter Book blog of all my data science related blogs and social media posts (Linkedin, Twitter)

    Jupyter Notebook

  5. gcpy gcpy Public

    A Python package to easily interface with Google Cloud Platform

    Python

  6. sagemaker-deployment sagemaker-deployment Public

    Jupyter Notebook 11 4