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AmmarJamshed/README.md

Hi, I'm Ammar Jamshed

Enterprise data & analytics professional · independent AI / architecture researcher.

I design systems where batch and streaming data continuously connect, so AI can surface governed, evidence-based relationships — not just more dashboards.

Featured work
Open source data-swimming-pool — Apache-2.0 correlation layer on Kafka/Flink (dsp demo in ~60s)
Whitepaper Data Swimming Pool — full architecture (~55 web pages / research site)
Code + paper whitepaper repo 
pip install -e ".[dev]"   # from the OSS repo
dsp demo                  # fraud-ring insights + policy denials

Focus areas

  • Event-driven architecture · cross-domain correlation
  • Data governance, lineage, purpose controls
  • Streaming platforms (Kafka / Flink) + AI-assisted decisions

Contact

Building in public. Stars, issues, and hard questions welcome.

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  1. data-swimming-pool data-swimming-pool Public

    Open-source Data Swimming Pool: cross-domain event correlation with evidence, confidence, and governance (Apache-2.0).

    Python

  2. data-swimming-pool-whitepaper data-swimming-pool-whitepaper Public

    Data Swimming Pool — Independent research whitepaper on connected, living enterprise data architecture

    HTML