Colm Keyes
Senior Agentic Systems Engineer at Treemetrics Ltd
Leinster, Ireland
Summary
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Senior🎓
Top SchoolColm Keyes is a Senior Agentic Systems Engineer at TreeMetrics with eight years’ experience building agentic systems and geospatial ML pipelines. He combines a strong academic foundation in physics and geo-information science with hands-on work fine-tuning foundation models for SAR/InSAR and multispectral data to detect large-scale forest disturbances. His background spans end-to-end analytics in finance, unsupervised aerial vegetation segmentation for UAV orthomosaics, and research-grade model development and uncertainty benchmarking using PyTorch and OpenMM. Colm is comfortable bridging stakeholder-driven analytics and cutting-edge research, producing reproducible deliverables from workshops to 45-page technical reports and QGIS visualisations. Based in Leinster, Ireland, he brings a curious, interdisciplinary approach—melding astrophysics-trained rigor with practical EO data engineering—to problems at the intersection of foundation models and remote sensing.
8 years of coding experience
1 year of employment as a software developer
Bachelor of Arts, Physics and Astrophysics, Bachelor of Arts, Physics and Astrophysics at Trinity College DublinGeo-Information Science, MSc, Computer and Information Sciences, Geo-Information Science, MSc, Computer and Information Sciences at Wageningen University & Research
Stackoverflow
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Programming languages (1)
Github contributions (5)
Contributions:71 commits, 68 pushes, 1 branch in 1 month
ColmKeyes/Sentinel-1-Coherence-Pipeline
Jan 2023 - Mar 2023
MSc Sentinel-1 Coherence Processing pipeline & Time-Series Analysis, using Snappy, Rasterio and Xarray
Contributions:56 commits, 2 PRs, 123 pushes in 1 month
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