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Thoughts on data architecture, AI, and building scalable systems.

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Data Architecture · AI

How I Built RecruitAI

Turning resume screening into a structured decision system using LLMs and custom scoring logic.

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Engineering · SQL

Recursive CTE

How to traverse a hierarchy using Recursive CTE. Example problem: Get managers all the way to CEO

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Architecture · Pipelines

Designing Data Pipelines

Lessons from building batch & streaming systems across manufacturing and finance domains.

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JD Satapathy

I'm a Data Architect with 13+ years of experience building and scaling distributed data platforms across manufacturing and finance domains. My work focuses on designing reliable, SLA‑driven systems and applying AI to solve practical engineering problems.

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Let's Build Something Scalable

Open to discussions on data architecture, system design, and applied AI.