Ryan Dailey
AI Research Scientist II at Latent AI
McLean, Virginia, United States
Summary
👤
Senior🎓
Top SchoolRyan Dailey is an AI research scientist and principal data scientist with a decade of experience building scalable ML systems, from large-scale data collection and web scraping to edge deployment and model quantization. He has led architecture and engineering efforts at Capital One and Latent AI, designing monitoring pipelines and an orchestration tool that managed millions of deep learning experiments across heterogeneous hardware. Ryan bridges research and production—shipping scikit-learn style packages, Plotly-based monitoring UIs, and cross-platform Cython/Python bindings to simplify complex multi-platform runtime and compiler dependencies. His work on templated deployment examples and automated calibration for quantized models has reduced integration friction for edge customers and removed reliance on cumbersome toolchains. Notably, he combines hands-on low-level systems work with product-facing collaboration, securing stakeholder buy-in to turn prototypes into enterprise-ready solutions. Based in McLean, VA, he brings an unusual mix of data-centric research, distributed systems, and deployment engineering informed by a M.Eng. in large-scale data collection and computer vision.
9 years of coding experience
6 years of employment as a software developer
Master of Engineering - MEng Large Scale Data Collection Data Sicence and Computer Vision, Master of Engineering - MEng Large Scale Data Collection Data Sicence and Computer Vision at Purdue University
Github Skills (8)
camera6
api6
database-api6
jekyll6
database4
computer-vision1
image-recognition1
deep-learning1
Programming languages (3)
Github contributions (5)
Kimballyang/CAM2-Server5
Jun 2016 - Aug 2017
Contributions:103 commits in 1 year 2 months
PurdueCAM2Project/CAM2API-Obsolete
Apr 2017 - Jan 2019
Home of the Purdue CAM2 Camera Database API
Contributions:97 commits, 1 PR, 16 pushes in 1 year 8 months
apidatabase-apicamerapurduedatabase
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.