Paul Guerrie
Summary
🤩
RockstarPaul Guerrie is the CTO and co-founder of FlowerBuddy in Boulder, bringing a rare blend of product leadership and hands-on machine learning engineering to the event-florist space. He previously led ML efforts at Roboflow, contributing to the widely used supervision library by modernizing examples and streamlining inference model integration. Before that he served as a research scientist at Lockheed Martin, designing navigation and missile-warning algorithms and shipping production software in C/C++ and Python for real-time, constrained systems. He holds a MS and BS in Aerospace Engineering from CU Boulder and uses that systems-thinking background to bridge low-level engineering with customer-facing product work. Known for translating research-grade models into maintainable production pipelines, he excels at turning complex technical constraints into practical features for small businesses.
3 years of coding experience
Github Skills (8)
object-detection10
computer-vision10
machine-learning10
python10
image-processing9
tensorflow9
tensorflow29
pytorch9
Programming languages (3)
Github contributions (5)
roboflow/supervision
Dec 2023 - Dec 2023
We write your reusable computer vision tools. 💜
Role in this project:
ML Engineer
ML EngineerContributions:1 PR, 4 pushes, 1 branch in 7 days
Contributions summary:Paul primarily contributed to adding and updating examples within the `supervision` repository, focusing on the integration with inference models. They updated existing examples to incorporate the `inference` package and adjusted code to work with a `BaseModel` type. Furthermore, the user addressed feedback, including deprecating a method and refactoring code for improved compatibility. The overall focus of their work seems to be streamlining the usage of inference models within the supervision library.
classificationcococomputer-visiondeep-learningimage-processing
paulguerrie/yolov5
Aug 2022 - Nov 2022
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
Contributions:28 commits, 2 PRs, 23 pushes in 2 months
pytorchdeep-learningobject-detectiononnxpytorch-onnx
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