Projects
Open source experiments with sharp edges left in.
Open source experiments and tools for containers, inference, and developer workflows.
docker-redis-time-series
A simple demonstration of time series prediction using ML model and redis db hosted in Docker container.
ai-docker-image-optimization
A evolving codebase that demonstrates various techniques to optimize docker image for size and performance.
docker-transformers-inference
A containerized solution for hosting transformer models using Flask, Gunicorn, and Docker with AWS SageMaker deployment support. Build once, run anywhere!
hands-on-data-gemma
This project dives into the capabilities of Google's DataGemma LLM and demonstrates how to replicate similar behavior on the Claude LLM through prompt engineering. By combining large language models with real-time data retrieval from Data Commons, we aim to provide accurate and up-to-date responses to statistical queries.