Simon Prudhomme's repositories
centris-habitable-area
This project provides tools to efficiently parse Centris real estate listings for the purpose of calculating the price per square foot of a property. Leveraging OCR technology from OpenAI (GPT-4-1106-vision), the tool automates the extraction and analysis of room dimensions from property listings.
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
langserve-demo
Python application that provides a RESTful API for LLM services. The application is built using LangChain, LangServe, LangSmith, Fast API and is designed to be deployed locally or to Google Cloud Run.
sagemaker-run-notebook
Tools to run Jupyter notebooks as jobs in Amazon SageMaker - ad hoc, on a schedule, or in response to events
sudolang-llm-support
SudoLang LLM Support for VSCode
animated-stock-charts
This project provides animated charts of the market capitalization of stocks over time.
automatic-remove-fake-instagram-posts
Small program to remove posts on Instagram (Text based from now, could be AI based later)
azure-search-openai-demo
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure Cognitive Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
hackerrank-solutions
Solutions for Hackerrank Python Challenges
hugging-face-workshop
A 90-minute hands on workshop about Hugging Face on SageMaker.
intelcom-fsas-allocation-optimization
linear_programming_with_ortools
interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
jupyter-notify
A Jupyter Notebook magic for browser notifications of cell completion
metaflow-tools
Tools and utilities for operating Metaflow in production
microservice-architecture-demo
Create a microservice event-based roject using K8s
prophet-metaflow
An example of how to run Facebook Prophet in Metaflow
rdatascience-tut1
Repository for Rust DataScience Tutorial 1
serverless-data-pipeline
Python CDK serverless data pipeline with CI/CD process and Slack notifications.
stock-portfolio-optimization
stockmarket_portfolio_optimization
web-scraping-supermarket-websites
get maxi + loblaws product prices