Machine Learning Engineer
CurrentLeveraging AI to perform gap-filling (cloud removal) for lake ice cover products.
Sep 2024 - Present
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Sam Johnston Email & Phone Number
Machine Learning Engineer
at
H2O Geomatics Inc.
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✓ Verified July 2026
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Profile completeness 86%
Current company
Role
Machine Learning Engineer
Location
Waterloo, Ontario, Canada
Company size
Who is Sam Johnston? Overview
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Quick answer
Sam Johnston is listed as Machine Learning Engineer at H2O Geomatics Inc., a with 4 employees, based in Waterloo, Ontario, Canada. AeroLeads shows a matched LinkedIn profile for Sam Johnston.
Sam Johnston previously worked as Machine Learning Researcher at H2O Geomatics Inc. and Machine Learning Researcher at H2O Geomatics Inc.. Sam Johnston holds Bachelor Of Mathematics, Computer Science from University Of Waterloo.
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Email format at H2O Geomatics Inc.
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H2O Geomatics Inc.
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Profile bio
About Sam Johnston
I am fascinated by the complexity of natural systems. My studies in computer science combined with work experience in machine learning and data science have provided me with a unique toolkit for researching and modelling such systems. I use my background to advance methods in monitoring, modelling and analyzing complex natural systems.
Current workplace
Sam Johnston's current company
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H2O Geomatics Inc.
7 roles
Sam Johnston work experience
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Machine Learning Researcher
Completing research project: application of spatial-temporal transformer networks for forecasting lake ice cover extent.
May 2024 - Aug 2024
Machine Learning Researcher
Researching application of deep learning algorithms for forecasting lake ice cover extent.
Jan 2023 - Jan 2024
Visiting Scientist
Experimentation with modifying the FLake (freshwater lake) model to consider snow accumulation over lake ice, within the ECLand component of the IFS (international forecasting system).
Oct 2023 - Dec 2023
Geographic Information System Intern
Detecting deforestation events and other changes in land-use using SAR data.
Sep 2022 - Dec 2022
Deep Learning Researcher
Researching, implementing and experimenting with novel machine learning architectures to handle spatial-temporal forecasting tasks.Publication: Deep Neural Network Modeling for CFD Simulations: Benchmarking the Fourier Neural Operator on the Lid-Driven Cavity Case, https://doi.org/10.3390/app13053165
Sep 2021 - Apr 2022
Research Assistant
Applying machine learning models to hydrological datasets for prediction and forecasting tasks, in addition to investigating the mechanisms of nutrient pollution.Publication: A Random Forest in the Great Lakes: Stream Nutrient Concentrations Across the Transboundary Great Lakes Basin, https://doi.org/10.1029/2021EF002571
Jan 2021 - Aug 2021
1 education record
Sam Johnston education
FAQ
Frequently asked questions about Sam Johnston
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What company does Sam Johnston work for?
Sam Johnston works for H2O Geomatics Inc..
What is Sam Johnston's role at H2O Geomatics Inc.?
Sam Johnston is listed as Machine Learning Engineer at H2O Geomatics Inc..
Where is Sam Johnston based?
Sam Johnston is based in Waterloo, Ontario, Canada while working with H2O Geomatics Inc..
What companies has Sam Johnston worked for?
Sam Johnston has worked for H2O Geomatics Inc., European Centre For Medium-Range Weather Forecasts, Lakes Environmental Software, and University Of Waterloo.
Who are Sam Johnston's colleagues at H2O Geomatics Inc.?
Sam Johnston's colleagues at H2O Geomatics Inc. include Jaya Sree Mugunthan and Yuhao Wu.
How can I contact Sam Johnston?
You can use AeroLeads to view verified contact signals for Sam Johnston at H2O Geomatics Inc., including work email, phone, and LinkedIn data when available.
What schools did Sam Johnston attend?
Sam Johnston holds Bachelor Of Mathematics, Computer Science from University Of Waterloo.
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