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Sabrish Kumar Pradeep Kumar

Mid-Level Software Engineer specializing in data pipelines, observability, and analytics

San Francisco, CASoftware Engineer2 years experienceMid-LevelTechnologySocial MediaSaaS
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About

Meta engineer who improved a critical revenue estimation dataset pipeline that was arriving ~6 days late—diagnosed via raw logs/lineage, redesigned legacy scans to only process the needed window, and shipped validation plus freshness/lag dashboards. Delivered ~50% latency reduction (to ~3 days) and regained adoption by running old/new pipelines in parallel with gated cutover and evidence-based customer communication. Applies incident-response rigor to real-time LLM/agentic workflow debugging and regularly runs developer demos/workshops.

Experience

Software EngineerMeta Platforms
Software EngineerZenfra, Virtual Tech Gurus
Software Engineer InternTesla Inc
Software Engineer InternMeta Platforms
Software Engineer InternZoho Corporation

Education

Arizona State Universitymaster, Computer Science (2023)
Madras Institute of Technology, Anna Universitybachelor, Computer Science and Engineering (2021)

Key Strengths

  • Took a late-arriving revenue estimation dataset from unreliable to production-ready via end-to-end pipeline tracing and redesign
  • Reduced data latency from ~6 days to ~3 days (~50% improvement) by eliminating unnecessary historical scans
  • Restored stakeholder trust through parallel runs, output equivalence proof, and gated cutover
  • Strong incident-style triage for LLM/agentic workflow issues (stabilize first, reproduce via traces, targeted probes, invariants)
  • Builds operational transparency with dashboards (freshness/lag) to speed debugging and set expectations
  • Effective technical enablement: demos as working systems, workshops with reusable mental models and starter kits
  • Partners well with sales by translating vague concerns into measurable actions and removing integration friction

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Contact

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Languages

English

Skills

PythonHackPHPC++JavaMySQLOracle DatabasePostgreSQLMicrosoft SQL Server (MSSQL)NoSQLSQLHTMLCSSAngularJSReact