Trace Smith
Senior AI ML Architect at Snowflake
Houston, Texas, United States
Summary
👤
Senior🎓
Top SchoolTrace Smith is a Senior AI/ML Architect with a decade of experience applying cloud-native AI solutions to the energy sector, blending a deep petroleum engineering background with advanced data science. He has architected large-scale ML platforms and real-time advisory systems at ExxonMobil and AWS, and now builds AI/ML capabilities at Snowflake, with hands-on experience across Bedrock Agents, SageMaker, IoT, and data mesh architectures. A 6x AWS Certified engineer and co-author of the open-source SlickML library, he designs production-ready pipelines, MLOps tooling, and automation that turn domain complexity into operational efficiency. His work spans predictive maintenance, pricing optimization, and multi-agent document-processing systems that automate traditionally manual engineering workflows. Based in Houston, he’s equally comfortable writing IaC and deploying streaming inference as he is translating subsurface physics into actionable models—bringing uncommon depth in both oil & gas and cloud AI.
10 years of coding experience
10 years of employment as a software developer
Master of Science (MS) Petroleum Engineering, Master of Science (MS) Petroleum Engineering at Louisiana State UniversityMaster of Science (MS) Data Science, Master of Science (MS) Data Science at Southern Methodist University
English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (18)
training-data9
python8
data-augmentation8
machine-learning8
data-science7
snorkel7
weak-supervision6
recommender-system6
labeling6
ml-project6
ai5
science3
reinforcement-learning2
probot2
react2
Programming languages (2)
Github contributions (5)
Tsmith5151/smu-statisitcs-II
Feb 2017 - Jun 2021
Contributions:19 pushes, 1 branch in 4 years 5 months
Tsmith5151/udacity-smartcab-rl
Apr 2016 - Sep 2020
Contributions:3 PRs, 19 pushes, 1 branch in 4 years 6 months
reinforcement-learningreinforcementtraindeep-reinforcement-learning
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.