Jacob Biros
AI Team Lead at SENSYN ROBOTICS, Inc.
Naha, Japan
Summary
👤
Senior🎓
Top SchoolJacob Biros is an AI Team Lead with a decade of software experience and seven years specializing in machine learning and computer vision for smart infrastructure across power grid, renewable energy, and factory inspection. He leads a team of seven engineers to design, train, and deploy real-time, low-resource CV models for mobile, edge, and cloud platforms, while building MLOps, Azure resource management, and internal tooling to accelerate delivery. Fluent in Japanese, English, and Mandarin, he routinely collaborates with customers across Japan, Taiwan, and beyond to align data collection and deployment with operational workflows. His background spans hands-on model engineering, ROS integrations for autonomous drones, and production-focused R&D, combining Georgia Tech graduate-level CS training with practical multi-country deployment experience. Notably, he pairs deep technical craft with cross-cultural product execution—authorized to work in the U.S., Japan, and Taiwan—making him effective at shipping AI systems in international, resource-constrained environments.
10 years of coding experience
9 years of employment as a software developer
Master of Science - MS, Computer Science, Master of Science - MS, Computer Science at Georgia Institute of TechnologyBachelor of Engineering (BEng), Mechanical Engineering, Bachelor of Engineering (BEng), Mechanical Engineering at Oklahoma State UniversityAsian Studies, Asian Studies at Kansai Gaidai University
English, Japanese, Spanish, Chinese, German
Github Skills (18)
attention-mechanism10
mlp10
self-supervised-learning10
benchmark9
computer-vision9
deep-learning8
artificial-intelligence8
pytorch8
transformer7
clicking4
laravel4
multibox2
yolov52
nodejs2
object-detection2
Programming languages (2)
Github contributions (5)
birosjh/yolov3_dyhead
Dec 2021 - Dec 2021
An implementation of YOLOv3 with DyHead applied
Contributions:101 commits, 1 PR, 1 push in 14 days
object-detectionyolov5yolov3yoloapplied
birosjh/pytorch_ssd
Oct 2020 - Aug 2024
A project for me to play around and experiment with the different components of the Single Shot Multibox Detector.
Contributions:31 PRs, 78 pushes, 12 branches in 3 years 11 months
multibox
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