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Lucas Ivan Kruger 🧉

Lucas Ivan Kruger

Computer Scientist · Machine Learning & Computer Vision

About

4+ years designing and deploying computer vision and deep learning solutions in startup and enterprise environments. I build production systems that see and understand the world — from vehicle detection to safety monitoring.

Experience

HME 🇺🇸 May 2024 - Present

Computer Vision & ML Engineer

Launched "Nitro Vision AI" now live in 20+ stores. Deploy CV workloads on Jetson Orin via Azure IoT Edge. Built RE-ID model for cross-camera vehicle tracking. Achieved 0.90+ mAP-50 with 20% fewer false positives in adverse weather.

Agot 🇺🇸 Nov 2023 - May 2024

Computer Vision & ML Engineer

Shipped waste report system reducing weekly waste in stores. Deployed CV projects on Jetson Orin/Xavier and Google Cloud Run.

Zowllabs 🇦🇷 Feb 2022 - Nov 2023

Computer Vision & ML Engineer

Led teams on production projects: PPE detection, ADAS, danger zone alarms. Reduced workplace accidents through real-time CV monitoring.

Skills

Vision & ML
Object Detection Segmentation RE-ID YOLO SAM
Frameworks
PyTorch TensorFlow OpenCV
Edge & Cloud
Nvidia Jetson Azure IoT Google Cloud AWS Docker
Languages
Python C++

Education

Master's in Computer Science
University of Buenos Aires 🇦🇷