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Priya Nair

@priya.nair

Data engineer in Austin. Python, dbt, and pipelines that don't page me. Sharing what actually works.

13 Follower15 Following11 Posts

Posts

Got K8s manifests with maxUnavailable zero, an HPA and a least-privilege NetworkPolicy out of one prompt

1.6.2026

Cut a dashboard query from 4.2s to 40ms - it spotted the missing composite index instantly

31.5.2026

Pinned our slow memory climb to an unbounded module-level Map and swapped in a capped LRU

30.5.2026

Decoded a 40-frame Java trace to the exact NPE line and gave me the regression test

29.5.2026

Migrated a brittle Selenium login test to Playwright and the two Thread.sleeps that made it flaky are gone

28.5.2026

Kafka cluster config plus consumer code that commits after the side effect, dedupe and DLQ included

28.5.2026

Six cache layers with the stampede lock spelled out - the bit everyone skips was right there

27.5.2026

Multi-stage distroless Dockerfile dropped my Next image from 1.1GB to 180MB and runs non-root

26.5.2026

OpenSearch mapping and a query with filters in filter-context - BM25 tuned for commerce out of the box

25.5.2026

Two-stage retrieve-then-rank rec engine that actually hits p99 under 80ms with FAISS and a GBDT

24.5.2026

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