Tyler Hutcherson's Projects
Example predictive modeling code on Skafos.
A simple multi-threaded consumer application that processes Covid "patients" from a queue.
Collaborative work for 2016-2017 UVA DSI Capstone Project.
Invoice de-duplication via Azure Form Recognition, OpenAI, Apache Airflow and Redis Enterprise VSS
I like describing
2016-07-05 DSI Bootcamp
7-5-16 DSI Bootcamp
A service aware router for Hydra Services. Implements an API Gateway and can route web socket messages.
exercise
Practice for creating a repository, adding a text file, and then making commits.
A PyTorch implementation of the LINE paper.
Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)
LlamaIndex is a data framework for your LLM applications
Course material for the DSD bootcamp on combining large language models with vector databases.
March Madness is around the corner.. Here is a python implementation of a machine learning pipeline for predicting the outcome of head to head matchups in the NCAA Tourney 2019.
A movie data ingester built on top of Skafos.
All Data, Relevant Information, Scripts, and Applications for the Open Data Science Conference (2018)
Parago is a command line tool that we use internally to rapidly build machine learning models, making it easy to customize for new use cases. https://www.npmjs.com/package/parago
Real time embeddings with Bytewax, unstructured and redis for retrieval augmented generation