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Billy Rowan

@billyrowan

Senior AI/ML engineer building scalable LLM and production ML systems.

United States
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What I'm looking for

I’m looking to lead production AI/ML work—building scalable LLM systems, robust APIs, and MLOps pipelines that improve real-world experiences through clean engineering and measurable results.

I’m a results-driven AI Engineer with over 7 years of experience across full-stack development, backend engineering, and AI integration. I specialize in Python, Rust, and TypeScript, and I focus on developing scalable machine learning systems—especially deploying LLMs into reliable, production-ready AI-powered solutions. I’m known for optimizing workflows, building robust APIs, and collaborating cross-functionally to deliver clean, maintainable systems that drive business growth.

Most recently, as a Lead AI Engineer, I co-founded Culture Mind and led the development of a safety-focused AI chatbot for children under 18, including customizing and fine-tuning a Deep Seek–based model, building the backend with Python and PyTorch, and deploying a demo on the Google Play Store. I built and deployed the API services that power real-time interactions and used AWS SageMaker for scalable training, deployment, and continuous monitoring. Previously at Genpact, I delivered agentic AI workflows, LLM inference orchestration, vector-based memory systems, and scalable microservices (including migrating legacy services from Python to Rust) while supporting AI quality assurance and building GraphQL APIs for real-time synchronization.

Experience

Work history, roles, and key accomplishments

GE

AI & Technical Engineer

Genpact

Jun 2023 - Jul 2025 (2 years 1 month)

Built and optimized AI-driven rendering pipelines for real-time photorealistic effects and developed agentic AI workflows for non-player characters with long-term memory and dynamic responses. Developed backend services and APIs for LLM inference, embeddings-based retrieval and vector memory, and NLP speech detection for voice calls, and migrated legacy Python services to Rust to boost throughput

Education

Degrees, certifications, and relevant coursework

The American University in Cairo logoTC

The American University in Cairo

Master of Science in Computer Science, Computer Science

2016 - 2018

Earned a Master of Science in Computer Science at The American University in Cairo from 2016 to 2018.

The American University in Cairo logoTC

The American University in Cairo

Bachelor of Science in Computer Science, Computer Science

2012 - 2016

Earned a Bachelor of Science in Computer Science at The American University in Cairo from 2012 to 2016.

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