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Patrick W. Bayim
Machine Learning & Robotics Engineer
Edogawa
Summary
Senior AI and Robotics Engineer with 6 years of experience in autonomous systems, AI-driven automation, and robotics. Applies deep learning, reinforcement learning, model-based generative AI, physical AI and causal inference techniques to optimize robotic decision-making in autonomous driving, industrial automation, and adaptive robotics. Driven by a passion for exploring the intersection of AI, social sciences, and natural sciences to foster transformative innovation across diverse domains.
Overview
6
6
years of professional experience
2031
2031
years of post-secondary education
2
2
Certifications
4
4
Languages
Work History
Machine Learning & Robotics Engineer
Smart Implement Inc.
04.2021 - Current
- Led an R&D project for AI-aided image-based 3D scene reconstruction using deep learning models such as NeRF and RaftStereo
- Engineered and developed Motion Planning, Control, and Simulation modules of a dual-arm humanoid robot for manipulation of objects in a chemical factory in Fukushima
- Designed the system architecture (including proprioceptive and exterosentive sensors selection, mapping and localization, perception, and planning) and developed the data collection pipeline of an R&D project in Off-road Autonomous Driving
- Engineered and developed an experiment environment of the autonomous navigation system for a lunar exploration rover, leveraging ROS2 and Unreal Engine, enabling robust testing in simulated lunar environments
- Engineered and implemented advanced perception modules for an outdoor MaaS (Mobility-as-a-Service) AMR, incorporating 3D LiDAR, object detection, and point cloud segmentation to ensure safe navigation
- Engineered and implemented sensor fusion and multi-target object tracking systems, integrating Autoware, ROS2, and real-time perception models to improve AMR situational awareness
- Engineered a PoC R&D project of an AI-powered dialogue assistant for the company's in-house restaurant, using Generative AI and NLP to enhance human-robot interaction
- Conducted business development strategies overseas, securing collaboration and joint projects with foreign companies in North America
- Conducted client meetings, project requirements definition, roadmaps, and system architecture tasks
- Directed the company website renewal project, overseeing UI/UX design, implementation, and external vendor collaboration for a professional online presence
Robotics Software Engineer
Omron Group
04.2020 - 03.2021
- Launched, Designed, developed, and deployed an Autonomous Mobile Robot (AMR) from the ground up, integrating stereo cameras, LiDAR, IMU, and wheel encoders to enable autonomous indoor navigation with real-time obstacle avoidance
- Implemented navigation, SLAM, motion planning, and path-following algorithms using ROS, C++, and Python as a sub-team leader
- Led the training and mentorship of an 8+ member robotics team, providing hands-on guidance in ROS technology to enhance development efficiency and expertise
- Developed a multi-robot fleet management application to optimize fleet coordination and real-time communication
Robotics Software Developer-Freelance
TAMADIC Co., Ltd
05.2019 - 03.2020
- Developed and optimized control software for industrial robotic arms, integrating ROS-based simulation and data-driven algorithms to enhance precision, efficiency, and automation capabilities
- Designed and implemented simulation frameworks, enabling real-world testing and validation of robotic movements in a controlled virtual environment
Education
Master of Science - Applied Artificial Intelligence
International University of Applied Sciences
Erfurt, Germany 09.2023 - 09.2025
Bachelor of Science - Informatics
Purdue Global University
West Lafayette, USA01-2021
Bachelor of Science - Mathematics and Informatics
University of Douala
Douala, Cameroon 09.2015 - 09.2022
Skills
Artificial intelligence integration
Motion control systems
Path planning algorithms
Machine learning algorithms
Project planning
Root-cause analysis
Machine learning
Development engineering
Organizational skills
Team collaboration
Technical documentation
Decision-making
Certification
AI Engineering Professional Diploma, IBM
Accomplishments
- Excellent Partner Prize, TAMADIC Co., Ltd, 2020
- Grand Prize of literary associations (GPAL) Award, 2015
Websites And Social Links - Linked In
https://www.linkedin.com/in/patrick-bayim97/
Interests
Dancing and Listening to Music
Fitness
Travelling
Timeline
Master of Science - Applied Artificial Intelligence
International University of Applied Sciences
09.2023 - 09.2025
Machine Learning & Robotics Engineer
Smart Implement Inc.
04.2021 - Current
AI Engineering Professional Diploma, IBM
12-2020
Artificial Intelligence verified certificate, Columbia University
06-2020
Robotics Software Engineer
Omron Group
04.2020 - 03.2021
Robotics Software Developer-Freelance
TAMADIC Co., Ltd
05.2019 - 03.2020
Bachelor of Science - Mathematics and Informatics
University of Douala
09.2015 - 09.2022
Bachelor of Science - Informatics
Purdue Global University
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