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Randolph Brown

@randolphbrown

Software Engineer at Reconnect who built RAG services for human-services workflows and cut response times by approximately 25%.

United States
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At Reconnect, I developed Python and FastAPI services for AI-enabled human-services applications supporting case management, participant engagement, and program operations. I built Generative AI features with LLM APIs and retrieval pipelines to help users find information, summarize content, and automate workflows.

I designed RAG services using embeddings, PostgreSQL/pgvector, and semantic search, and connected AI services with React applications and existing platform services. I also optimized queries, caching, and retrieval workflows, reducing application response times by approximately 25%.

At Collaborate Solutions, I developed Python full-stack healthcare applications supporting 10,000+ monthly patient and pharmacy transactions. I built backend services and APIs for healthcare workflows and improved average response times by approximately 25% through database and API optimization.

Earlier, at Seismos, I developed full-stack applications for oil and gas operations, including APIs and data-processing services for sensor data. I also implemented WebSocket features that improved visibility into active field operations.

Experience

Work history, roles, and key accomplishments

RE

Software Engineer

Reconnect

Aug 2024 - Jul 2026 (1 year 11 months)

Developed Python and FastAPI services for AI-enabled human-services applications, including case management and participant engagement. Built Generative AI features with LLM APIs, prompt engineering, and RAG services using PostgreSQL/pgvector.

Education

Degrees, certifications, and relevant coursework

University of West Florida logoUF

University of West Florida

Bachelor's, Computer Science

2007 - 2010

Grade: 3.7

Bachelor's degree in Computer Science from the University of West Florida, completed in 2010 with a GPA of 3.7.

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