Guilherme Christmann
Senior ML Engineer at A5 Labs
New Taipei, Taiwan
Summary
👤
Senior🎓
Top SchoolGuilherme Christmann is a Senior ML Engineer with 9 years of experience specializing in robotics, computer vision, and reinforcement learning, currently leading ML efforts at A5 Labs. He combines strong research credentials—authoring ICRA and IROS papers and contributing to four patents—with hands-on engineering, from PyTorch pipelines to C++ real-time inference on Jetson-class devices. At Inventec he built sim-to-real RL solutions, efficient Isaac Gym implementations, and full-stack tools for model serving and data collection, while establishing CI/CD and embedded deployment standards. A perpetual tinkerer who “likes playing with robots and computers,” he holds a high-achieving master's in electrical and electronics engineering and brings a pragmatic blend of academic rigor and production-focused systems design.
9 years of coding experience
Bachelor of Science - BS, Computer Engineering, Bachelor of Science - BS, Computer Engineering at Universidade Federal de Santa MariaMaster's degree, Electrical and Electronics Engineering, GPA: 4.2/4.3, Master's degree, Electrical and Electronics Engineering, GPA: 4.2/4.3 at National Taiwan Normal University
Github Skills (45)
matlab10
robot10
labview9
package9
sdk9
bag9
ros9
cpp8
arduino8
backend8
msg8
java8
robotics8
csharp8
navigation27
Programming languages (6)
Github contributions (5)
TauraBots/Bag-of-Features
Jun 2017 - Sep 2020
Implementation of image classification using Bag of Features model.
Contributions:7 commits, 6 pushes, 1 branch in 3 years 3 months
deep-learningmachine-learningimage-classificationbagclassification
guichristmann/PyDynamixel_v2
Sep 2019 - Dec 2020
Python interface to the Dynamixel protocol. Supports both Protocols 1 and 2, using dynamixel_sdk python library.
Contributions:1 PR, 10 pushes, 2 branches in 1 year 3 months
python-librarypythonpython-interfacepython27sdk
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