// Topics / Data

Data

8 entries tagged “Data”

    AI Data Privacy Is a Plumbing Problem · 5 min AI privacy fails in the details: what gets logged, who can replay prompts, how long artifacts linger. Treat it as infrastructure, not a checkbox. privacy ai data AI Data Pipelines for RAG: ETL With a Retrieval Layer · 5 min AI data pipelines are ETL with a retrieval layer bolted on. The discipline is the same as always: detect change, chunk intelligently, keep indexes fresh. data ai infrastructure Video Understanding AI: Transcript First, Frames Second · 4 min I built a video understanding pipeline for support call review. What worked: transcript first, scene-based frame sampling, timestamps on every claim. llm ai data Data Engineering Patterns: Batch vs. CDC vs. Streaming · 6 min Batch vs. CDC vs. streaming ingestion, compared from building financial data pipelines at a fintech startup, and how to pick by real latency needs. data metrics architecture MLOps Fundamentals: Fix the Basics Before Buying Tools · 4 min Most teams buying MLOps tools can't version their training data. Start with dataset versioning, a release checklist, and one monitoring signal. ai devops data Data Mesh: Fix Data Ownership Before Architecture · 3 min Most data problems are ownership problems. Data mesh gets that right. But adopting it as an architecture diagram exercise misses the point entirely. data architecture engineering GDPR for Engineers: What We Built at a Fintech Startup · 6 min Eleven days before the GDPR deadline: data mapping, consent records, export and erasure pipelines, and the backup problem at a fintech startup. compliance privacy business Data Pipelines That Survive Production: How I Build Them · 6 min Every data pipeline I built at a fintech startup broke. Raw storage, idempotent writes, boundary validation, and output-shape alerts made them recoverable. data reliability architecture
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