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Aaron CrallAC
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Aaron Crall

@aaroncrall

Senior Full Stack AI Engineer at ThriveCart who raised RAG answer accuracy from 71% to 89%.

United States
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At ThriveCart, I built the RAG and tool-calling agent behind support knowledge answers, helping deflect 18–22% of tier-1 tickets. I raised answer accuracy from about 71% to 89% through prompt and retrieval iterations tracked with evaluation checks.

I designed FastAPI services for OpenAI and Anthropic Claude that handle 40,000–60,000 LLM calls a day, and shipped React and TypeScript features for merchants. Recommendations, funnel diagnostics, and affiliate summaries showed a 4–7% relative lift in checkout conversion in A/B tests.

At Dragonfly Tech, Inc., I designed the event pipeline for DragonFly OS, processing 8–12 million events a day, and wrote the dispatch engine that helped lower cost per delivery and improve on-time rates. Earlier, I rebuilt client apps at Accenture and delivered enterprise features at Cognizant.

Experience

Work history, roles, and key accomplishments

Cognizant logoCO

Full Stack Software Engineer

Jun 2015 - Aug 2018 (3 years 2 months)

Delivered features on Java/Spring Boot backends and Angular/TypeScript frontends for enterprise clients. Fixed performance and reliability problems through backend and database changes.

Education

Degrees, certifications, and relevant coursework

University of California, Berkeley logoUB

University of California, Berkeley

Bachelor of Science, Computer Science

Earned a Bachelor of Science in Computer Science.

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