Technical Writing

Exploring production data systems, applied AI, and the craft of building reliable ML infrastructure at scale.

Coming Soon
FeaturedOct 15, 2025

Building Production RAG Systems: Lessons from 10k+ Documents

Key learnings from deploying a customer-facing RAG system at scale, including techniques for reducing hallucinations and improving retrieval quality.

12 min
Applied AI
Coming Soon
Aug 20, 2025

From 5s to <1s: Optimizing Athena Queries for Analytics Dashboards

Practical strategies for improving query performance in AWS Athena, from partitioning strategies to query restructuring.

Data Engineering / 8 min
Coming Soon
Jun 10, 2025

Bridging HPC and ML: Running Scientific Simulations at Scale

Experiences from C-DAC on managing distributed NWChem workloads and preparing outputs for downstream ML models.

Scientific Computing / 10 min

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