Carroll Vance
Machine Learning Engineer at Medical Metrics, Inc.
Sugar Land, Texas, United States
Summary
👤
Senior🎓
Top SchoolCarroll Vance is a Machine Learning Engineer with 11 years of software experience, currently building end-to-end computer vision systems for medical imaging at Medical Metrics, Inc. He designs, implements, deploys, and monitors modular, composable pipelines while applying state-of-the-art research and inventing novel techniques to handle ambiguity in medical scans. Carroll also facilitates Scrum for the AI group and leads internal DevOps processes, bridging research, engineering, and reliable production delivery. Based in Sugar Land, Texas, he pairs a BS in Computer Science from the University of Houston with a pragmatic background that started in software engineering at Wildcat Development. Known for focusing on practical solutions to ambiguous imaging problems, he brings both hands-on implementation skills and process leadership to accelerate clinical AI products.
11 years of coding experience
7 years of employment as a software developer
Bachelor of Science - BS, Computer Science, Bachelor of Science - BS, Computer Science at University of HoustonComputer Science, Computer Science at Houston Community College
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (174)
python10
fasttext10
deep-learning10
lightning10
artificial-intelligence10
data-science10
detector10
pytorch10
machine-learning10
nvidia-docker9
ai9
webui9
chatbot9
jax9
camera9
Programming languages (7)
Github contributions (5)
csvance/armchair-expert
Jul 2016 - Dec 2018
Machine Learning Chatbot
Contributions:435 commits, 24 PRs, 344 pushes in 2 years 5 months
nlppythonmachine-learningfasttextchatbot
csvance/jetson_tensorrt
May 2018 - Apr 2019
ROS Nodes for DIGITS, Tensorflow, and Caffe
Contributions:126 commits, 4 PRs, 105 pushes in 10 months
roboticsros2nodescafferos-nodes
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.