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👋 Hi there! My name is

Marie Stephen Leo

Most people call me Leo

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  • ⚡ 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've achieved "Top writer in Artificial Intelligence" on Medium several times.
  • 💪 I have 10+ years of ML experience across NLP, Computer Vision, Recsys, Tabular data, MLOps and Data Engineering. I’ve published multiple technical blog posts on Medium (700+ 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:

Marie Stephen Leo's Projects

data-science-blog icon data-science-blog

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

gcp-examples icon gcp-examples

Repo with examples for using various GCP services with a heavy focus on Machine Learning

gcpy icon gcpy

A Python package to easily interface with Google Cloud Platform

gptcache icon gptcache

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

hvm-spc icon hvm-spc

Case study of deriving Statistical Process Control limits

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

litellm icon litellm

Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)

nyc-taxi icon nyc-taxi

New York Taxi dataset analysis using Python

stripnet icon stripnet

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

twitter-ner icon twitter-ner

Collection of Named Entity Recognition NLP techniques focusing on Twitter data

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