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Bryant Gentry

@bryantgentry

I build production generative AI, LLM, and machine learning systems at scale.

At Airbnb, I lead generative AI solutions using LLMs and RAG architectures that automate knowledge discovery and improve operational efficiency.

I build production personalization and recommendation models, improving recommendation relevance by 25%, and create AI-powered workflows that reduce manual processing time by 40%.

Previously at Scale AI, I developed prediction, classification, decision-support, and NLP systems, integrating machine learning models into production applications through Flask REST APIs and AWS.

I began building enterprise applications and backend services at H2O.ai, and I bring 10+ years of experience across Python, cloud platforms, MLOps, scalable AI architecture, and end-to-end ML delivery.

Experience

Work history, roles, and key accomplishments

Current

Senior AI Engineer

Current

Airbnb

Mar 2024 - Present (2 years 6 months)

Led the design and deployment of Generative AI solutions using LLMs and RAG architectures to automate knowledge discovery and improve operational efficiency. Developed production machine learning models for personalization and recommendation systems, improving recommendation relevance by 25%.

Python PyTorch TensorFlow LLM AWS Sagemaker MLFlow Vector Databases NLP RAG Kubernetes

Education

Degrees, certifications, and relevant coursework

University of California, Los Angeles

Bachelor of Science, Computer Science

2011 - 2015

Bachelor of Science in Computer Science from the University of California, Los Angeles, with relevant coursework in machine learning, artificial intelligence, data mining, statistics, and deep learning.