Data version control with Makefile and DVC for a regression task to estimate insurance costs for certain individuals.
Open-Source Machine Learning Platform
Automated Filtering of Undesirable Web Data to Update LLM Knowledge
mini project
The backend of the KOI-system.
The runtime environment for the KOI-System. Train models, run instances, and collect samples.
This project integrates Airflow, EC2, MLFlow, and MLOps principles to deploy a robust pipeline for classifying medical MNIST images. Streamlit enables user-friendly image uploads, MLFlow handles model registry and inference, while Airflow automates data updates and model retraining on AWS EC2.
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