Joseph Andrews
@josephandrews
Senior AI full‑stack engineer building production LLM systems and agentic automation.
United StatesWhat I'm looking for
I am a Senior AI Full-Stack Engineer specializing in production LLM applications, Retrieval-Augmented Generation (RAG) pipelines, and agentic automation platforms. I design and deliver scalable AI features—building orchestration layers, vector-embedding retrieval systems, and high-throughput PyTorch inference services—that drive measurable automation across CRM and e-commerce workflows.
I have built full-stack observability and UI tooling with React and TypeScript, engineered AWS-deployed ML inference services, and developed AI-powered code review products that scale across large enterprise repositories. I collaborate closely with product, ML research, and developer teams to deploy reliable, production-grade AI systems and improve developer adoption of automated AI features.
Experience
Work history, roles, and key accomplishments
Senior AI Full-Stack Engineer
AdeptAI
Feb 2022 - Present (4 years 4 months)
Built an agentic automation platform and workflow runtime that enabled autonomous enterprise workflows across CRM and e-commerce, achieving over 95% automation reliability and scalable RAG features for production. Designed AWL orchestration, observability tooling, and high-throughput PyTorch inference services to improve debugging, reliability, and latency on GPU clusters.
Senior AI Full-Stack Engineer
Amazon
Sep 2018 - Dec 2021 (3 years 3 months)
Built Amazon CodeGuru Reviewer AI-powered code analysis producing automated performance, security, and correctness recommendations via React frontends and Python ML services, enabling real-time code-quality feedback during pull requests. Architected scalable ingestion and metadata storage to analyze large enterprise monorepos.
Full-Stack Engineer
IBM Consulting
Sep 2016 - May 2019 (2 years 8 months)
Delivered enterprise digital transformation for Fortune 500 clients using Angular and Spring Boot microservices, built high-performance REST APIs processing over 1M requests/day, and improved frontend load times by 30% while optimizing PostgreSQL reporting performance.
Education
Degrees, certifications, and relevant coursework
University of California, Berkeley
Master of Science, Computer Science
2010 - 2016
Completed a Master's degree in Computer Science at UC Berkeley, focusing on advanced AI and systems topics.
Tech stack
Software and tools used professionally
Availability
Location
United StatesAuthorized to work in
Job categories
Skills
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