PinnedIninspiringbrilliancebyAnay Nayak·Feb 6, 2025Reproducibility in ML: The Role of Data VersioningData changes impact ML outcomes. Learn how data versioning helps maintain reproducibility and auditability in ML workflows
PinnedIninspiringbrilliancebyAnay Nayak·Apr 30, 202112 Factor Spark Applications12 factor app has been a great methodology for building web apps. Similar concepts apply for Spark applications as wellA response icon1A response icon1
Anay Nayak·Feb 24, 2025Eliminating Flaky Tests: Using VCR tests for LLMsStable and reproducible LLM tests with record/replay tests — detect regressions, and validate behavior without expensive evaluations
IninspiringbrilliancebyAnay Nayak·Feb 15, 2021Data science-led, game-changing solutions to disrupt OOH mediaOut Of Home advertising has seen rapid growth in the UK. In 2019, OOH advertising revenue rose 7.6% from 2018 to £1.3mn. However, OOH, by…
IninspiringbrilliancebyAnay Nayak·Nov 24, 2020Ways to Accelerate Your Data Science JourneyThere are innovative use cases that are currently driven using Data Science, and given the cheap cost of storage and cloud infrastructure…
Anay Nayak·Sep 11, 2018AWS X-Ray for distributed tracingWe currently use quite a few AWS services and use AWS X-ray for distributed tracing. It has worked very well given that it provides an easy…
