• 14 min read
Make Docker Builds Faster with Layer Caching
Dockerfile is an immutable ledger. Look at it this way and optimizing containers becomes intuitive and obvious.
Read on HackerNoon →
Hi, I'm Chirag
I write about software engineering. Find my articles here and across leading tech publications.
Recent Posts
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HackerNoon
• 5 min read
I spent $80 and 14 hours to build this, welcome to my new website!
My refreshed personal blog, built with the help of Claude Code.
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External
InfoQ
• 11 min read
Unpacking Docker image with `dive`
Docker images bloat from AI libraries and OS components. This articles suggests using docker history and dive tools to diagnose layer-by-layer bloat sources for targeted optimization.
Read on InfoQ →
External
HackerNoon
• 12 min read
Deploying Transformers in Production: Simpler Than You Think
A beginner-friendly guide showing developers how to easily deploy transformer models (like DistilBERT) using Docker, Flask, Gunicorn, and AWS SageMaker.
Read on HackerNoon →
External
Towards AI
• 8 min read
Demystifying Google’s Data Gemma
Unmasking AI’s Illusions: Inside Google’s Data Gemma
Read on Towards AI →
Featured Projects
View on GitHub →docker-transformers-inference
PythonA containerized solution for hosting transformer models using Flask, Gunicorn, and Docker with AWS SageMaker deployment support. Build once, run anywhere!
hands-on-data-gemma
PythonThis 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.
ai-docker-image-optimization
PythonA evolving codebase that demonstrates various techniques to optimize docker image for size and performance.