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Ajith P - Software Developer

Ajith P

Mid-level Backend Software Engineer specializing in AI workflow automation for finance and healthcare

Goldman SachsUniversity of Central Missouri4 Years ExperienceMid LevelWorks On-Site

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About

Backend/AI engineer with healthcare domain experience who built a patient journey analytics API (FastAPI/PostgreSQL/Snowflake/Redis) and debugged peak-hour latency down from ~900ms to ~50ms via indexing and query optimization. Shipped an LLM-powered clinical summary/recommendation assistant end-to-end and designed a multi-step risk evaluation agent workflow with safety guardrails against hallucinations and unsafe outputs.

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Key Strengths

  • Diagnosed and resolved peak-hour API latency via observability + DB tuning (P95 tied to DB; query reduced ~900ms to ~50ms with composite index)
  • End-to-end ownership of LLM-powered clinical summary feature (stakeholder discovery through production monitoring)
  • Strong data-layer performance optimization (index scans, limiting selected columns, pagination)
  • Designs reliable multi-step agent/workflow systems with planner vs execution separation
  • Robust error handling strategy (transient vs recoverable vs critical; exponential backoff retries; safe fallbacks for unsafe AI outputs)
  • Production-grade Python practices (clean architecture, typing/Pydantic validation, async concurrency, testing, structured logging with correlation IDs)

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Experience

Software DeveloperGoldman Sachs · May 2024 – Present
Software EngineerCVS Health · Jun 2021 – Jul 2023

Education

University of Central Missourimaster, Computer Science

Skills

PythonC#REST APIsMicroservicesPostgreSQLStored ProceduresSystem DesignDistributed SystemsObject-Oriented Programming (OOP)Design PatternsAgileScrumDockerKubernetesAzure DevOps

Languages

English

Certifications

Network Security CertificationUI Development with AngularJS & Angular

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Connect with Ajith

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Typically responds within 24 hours

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Ajith PMid-level Backend Software Engineer specializing in AI workflow automation for finance and healthcare