Ideas & Playbooks
The Blog
Deep dives, retrospectives, and working notes from the systems I build. Expect plenty of architecture sketches, performance experiments, data storytelling, and the occasional career reflection.
MLOpsFeb 2025
8 minExternal
Under construction...
Lessons from instrumenting feature pipelines, drift monitors, and feedback loops across fast shipping teams.
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Data EngineeringJan 2025
6 minRead
Under construction...
How I prototyped a Kafka + TimescaleDB notebook that helps analysts reason about high-volume event streams.
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AnalyticsDec 2024
10 minExternal
Under construction...
A framework for landing dashboards that teams actually depend on—covering stakeholder interviews to UX polish.
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DevOpsNov 2024
7 minRead
Under construction...
Reference architecture and IaC snippets that kept our research-to-prod loop under 30 minutes.
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Want to see the systems behind these stories?
Head back to the projects hub for architecture diagrams, walkthroughs, and repo links.
