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Saikrishna Vallala - QA Automation Engineer / SDET in USA

Saikrishna Vallala

Mid-level QA Automation Engineer / SDET specializing in Financial Services and Healthcare

Morgan StanleyDePaul UniversityUSA5 Years ExperienceMid LevelWorks Remote

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About

Fintech-focused engineer who built an end-to-end KYC verification pipeline for advisor onboarding using Flask microservices, Celery/Redis, and AWS (Lambda/ECS/EC2) with CloudWatch-driven scaling and latency optimizations. Also shipped a production internal knowledge assistant using RAG + embeddings/vector search with guardrails (similarity-based fallback, prompt-injection protections) and an evaluation loop with compliance specialist review that drove measurable retrieval improvements.

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Key Strengths

  • End-to-end ownership of regulated fintech KYC/identity verification workflows
  • Designs scalable async backends (Flask microservices + Celery/Redis) with production observability (CloudWatch/logs)
  • Performance/scalability tuning under load (queue backlog mitigation via horizontal scaling and task decomposition)
  • Builds user-facing improvements from feedback (real-time verification status in React dashboard, improved failure handling)
  • Ships production RAG/embeddings systems with guardrails (similarity-threshold fallback, input validation, prompt-injection defenses, rate limits)
  • Sets up LLM evaluation loops with test sets + human compliance review and measurable metrics (retrieval precision, relevance, citation accuracy)
  • Improves retrieval quality through chunking/overlap reindexing based on evaluation results

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Experience

QA Automation Engineer / SDETMorgan Stanley · Nov 2024 – Present
QA Automation and Manual TesterRlogical Techsoft Pvt Ltd. · May 2020 – Jul 2023

Education

DePaul Universitymaster, Information System
Keshav Memorial Institute of Technologybachelor, Computer Science

Languages

English

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Connect with Saikrishna

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Typically responds within 24 hours

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Saikrishna VallalaMid-level QA Automation Engineer / SDET specializing in Financial Services and Healthcare