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98 followers · 2 following

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Achievement: Pair Extraordinairex2Achievement: Starstruckx2Achievement: Pull Sharkx3Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair Extraordinairex2Achievement: Starstruckx2Achievement: Pull Sharkx3Achievement: 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 lead the Data & Product organisation at Sephora APAC. My scope covers Data Science & AI, Machine Learning, Data Engineering, Data Analytics, BI, Product and UX teams.
  • ⌛ I've several years of experience 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 was also a part time Data Science Instructor.
  • ✍️ In my free time I'm a Freelance Technical Writer. I'm a LinkedIn Top Voice (blue badge). I've achieved "Top writer in Artificial Intelligence" on Medium several times.
  • 💪 I have 15+ 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 semi-regularly post about practical and applied data science. If you like my posts, let's connect on Linkedin or on Medium!

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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 179 7

  2. stripnet stripnet Public

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

    HTML 86 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 12

  4. sagemaker-deployment sagemaker-deployment Public

    Jupyter Notebook 11 4

  5. BerriAI/litellm BerriAI/litellm Public

    Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

    Python 29.3k 4.2k

  6. erikbern/ann-benchmarks erikbern/ann-benchmarks Public

    Benchmarks of approximate nearest neighbor libraries in Python

    Python 5.5k 853