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Ranfei Pang - AI Operations Assistant in Boston, MA

Ranfei Pang

Mid-level Software Engineer specializing in AI systems and FinTech

AmazonNortheastern UniversityBoston, MA4 Years ExperienceMid LevelWorks On-Site

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About

Amazon warehouse-tools engineer with strong full-stack and GenAI systems experience, spanning large-scale provisioning platforms and internal LLM/chatbot products. They’ve owned systems end to end, including React/TypeScript frontends, Java/AWS backend orchestration, and Bedrock-based RAG architectures, with measurable impact on latency, token cost, validation quality, and operational support load.

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Key Strengths

  • End-to-end ownership of full-stack and AI products
  • Built warehouse provisioning platform used across 300+ fulfillment sites
  • Designed scalable async orchestration with Java, AWS Lambda, and DynamoDB transactions
  • Reduced backend validation failures by roughly 35% via GraphQL validation layer
  • Improved AI system efficiency by cutting token cost 40%
  • Reduced AI chatbot P99 latency by 800ms
  • Strong production AI evaluation and observability practices
  • Thoughtful human-in-the-loop design for operationally risky AI actions
  • Pragmatic early-stage execution in greenfield environments
  • Focus on uncertainty handling and anti-hallucination safeguards in LLM systems

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Experience

AI Operations AssistantAmazon · Jul 2025 – Dec 2025internship
SDE 2Citigroup · Aug 2021 – Jul 2024
SDE Co-opAmazon · Jul 2025 – Dec 2025internship
SDE 2Citigroup · Aug 2021 – Jul 2024
App Dev Programmer Analyst 2 (Back End Developer)Citigroup · Aug 2021 – Jul 2024
App Dev Programmer Analyst 1 (Data Analyst)Citigroup · Jul 2020 – Aug 2021

Education

Northeastern Universitymaster, Computer Software Engineering (2026)
Central South Universitybachelor, Data Science (2020)

Languages

English

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Connect with Ranfei

Ranfei already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.

Typically responds within 24 hours

Recommended

Already have an account?

Hire with Reval

Find your next great hire

Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.

From $50one-time kickoff
10%on successful hire
Post a Role90-day money-back guarantee
Ranfei PangMid-level Software Engineer specializing in AI systems and FinTech