Writing
How I think about problems
Technical writing on the systems I've built, the trade-offs I've weighed, and the lessons that only show up in production.
The best technical writing doesn't explain what you did — it explains why you chose this path over all the others.
3 posts ~3,100 words Topics: ai, architecture, aws, blockchain, data-privacy, distributed-systems, infrastructure, ml, postgresql, war-story
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How I Built a PII Detection Engine with LLMs
The architecture behind an ML-powered system that continuously scans codebases, databases, and SaaS integrations for sensitive data.
Zero-Downtime Database Migration at Scale
Two million documents. One month. Zero downtime. Here's how we migrated healthcare documents from Cloudinary to AWS S3.
Event-Driven Architecture Wasn't a Buzzword — It Was a Fix
How we moved wallet monitoring from batch processing to event-driven architecture — and why the architectural shift matters beyond the performance numbers.