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Colin Cameron

@colincameron

Senior software engineer specializing in scalable backend systems and production AI integrations.

United States
Message

What I'm looking for

I’m looking to own features end to end, build scalable backend and full-stack systems, and ship production AI/ML (FastAPI, RAG, embeddings, vector search). I want a team where performance, engineering standards, and Agile delivery matter—and where I can mentor.

I’m a Senior Software Engineer with 10+ years of experience building and scaling production web applications across backend systems, cloud-native platforms, and data-intensive workloads. I focus on end-to-end ownership, turning requirements into reliable GraphQL/REST APIs and performant distributed architectures.

At Two Chairs, I design and build backend services with Node.js and Python, including GraphQL schema design, resolvers, and performance tuning for scalable data access. I lead full-stack development with React, Next.js, and TypeScript, and I integrate AI/ML using Python FastAPI to power LLM-driven features like personalized matching, recommendations, and content surfacing.

Across my experience at Atlassian and Workday, I’ve implemented production LLM capabilities using OpenAI and Anthropic APIs, building RAG workflows with embeddings and vector search (plus prompt evaluation and optimization). I also improve system performance through query tuning and indexing strategies, mentor engineers through design/code reviews and architecture discussions, and deliver reliably in Agile/Scrum environments.

Experience

Work history, roles, and key accomplishments

TC
Current

Senior Software Engineer

Two Chairs

May 2025 - Present (1 year 2 months)

Designs and builds backend services and client-facing web applications, including GraphQL APIs and full-stack features. Integrates production AI/ML capabilities using FastAPI, OpenAI/Anthropic APIs, RAG workflows, embeddings, and vector search, while optimizing database performance and mentoring engineers.

Atlassian logoAT

Senior Software Engineer

May 2020 - Dec 2024 (4 years 7 months)

Built and maintained full-stack product features using React/TypeScript frontends and Node.js backend services for enterprise users. Designed REST/GraphQL APIs and developed AI/ML integrations with FastAPI and production LLM capabilities using OpenAI/Anthropic APIs, including RAG pipelines and semantic search.

Education

Degrees, certifications, and relevant coursework

University of California, Davis logoUD

University of California, Davis

Bachelor of Science, Computer Science

2011 - 2015

Earned a Bachelor of Science in Computer Science at the University of California, Davis from 2011 to 2015.

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