Tom Lamantia
Digital Transformation Lead
Bradford West Gwillimbury, Ontario, Canada
Summary
👤
Senior🎓
Top SchoolTom Lamantia is a Digital Transformation Lead and AWS-certified Machine Learning Specialist with 11 years of experience delivering data-intensive cloud applications and AI workloads on AWS and GCP. He combines technical leadership, clear stakeholder communication, and hands-on engineering to design and ship performant REST and GraphQL APIs and production ML systems. His work spans model development and deployment—using SageMaker, Dockerized ETL pipelines, and custom NER solutions—that have measurably improved extraction accuracy and reduced training time. At CBC and CaseWare he bridged research and production, turning messy datasets (including large XML financial filings) into reliable pipelines and models. Based in Bradford West Gwillimbury, Tom pairs graduate-level leadership training with practical delivery experience, and outside work he’s a civil aviation enthusiast who brews his own hazy IPAs and fishes. He offers a rare mix of strategic vision for digital transformation and deep, hands-on ML engineering.
11 years of coding experience
9 years of employment as a software developer
Honours Bachelor of Arts Computer Science, Honours Bachelor of Arts Computer Science at Wilfrid Laurier UniversityMaster of Science Applied Computing, Master of Science Applied Computing at University of Toronto
Github Skills (93)
python9
gpu9
feature-selection9
machine-learning9
deep-learning8
fairness-ml8
neural-network7
cython7
numpy7
snap7
nlp7
deploying7
text-classification7
tensorflow7
natural-language-processing7
Programming languages (5)
Github contributions (5)
TomLaMantia/PySHARDS-Cache-Modeling
Oct 2015 - Dec 2015
Contributions:31 commits, 30 pushes, 1 branch in 2 months
TomLaMantia/SupplyChainSimulation
Feb 2016 - Apr 2016
Contributions:11 commits, 22 pushes, 1 branch in 2 months
loopspythonsystems-thinkingco-ordinationongoing
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