Portrait of Timo Hinzmann

Timo Hinzmann

Dr. sc. ETH Zurich — Senior Computer Vision & Machine Learning Engineer

Sunnyvale, CA, USA · German Citizenship · US Permanent Resident (Greencard)

About

Senior Computer Vision and Machine Learning Engineer with expertise in geometric vision, large-scale AI systems, and computational imaging. My work spans multi-sensor calibration, 3D perception, optimization, and modern generative AI, combining geometric methods (camera calibration, multi-view geometry, factor graphs, nonlinear optimization) with deep learning for object detection, pose estimation, neural rendering, and vision-language models.

I received my PhD from ETH Zurich (Autonomous Systems Lab, Prof. Roland Siegwart), following master's thesis research at NASA JPL on vision-based navigation systems that contributed to the Mars Ingenuity helicopter program. My software has been deployed in production systems, including autonomous warehouse navigation (SevenSense, acquired by ABB) and search-and-rescue operations for Swiss Air Rescue (Rega). At Apple, I developed computer vision and calibration algorithms for Apple Vision Pro and have more recently worked on differential ray tracing through complex optical systems, Gaussian splatting, and diffusion models. My research has been cited more than 1,500 times. I have served as Associate Editor for IROS (2021–2026) and as a reviewer for CVPR, ICCV, BMVC, ICRA, RA-L, and IEEE Transactions on Robotics.

Main Focus

Geometric Computer Vision & Camera Calibration Visual-Inertial Odometry & SLAM 3D Reconstruction & Neural Rendering Nonlinear Optimization & Factor Graphs Diffusion Models & Vision-Language Models Gaussian Splatting Differential Ray Tracing / Computational Imaging

Experience

Senior Computer Vision Algorithm Engineer
Apple Inc., Sunnyvale, CA, USA
Computer Vision Algorithm Engineer
Apple Inc., Sunnyvale, CA, USA
Computer Vision Algorithm Engineer
Apple Inc., Zurich, Switzerland
Postdoctoral Researcher
Autonomous Systems Lab, ETH Zurich, Switzerland
Doctoral Researcher
Autonomous Systems Lab, ETH Zurich, Switzerland
Visiting Student Researcher
NASA Jet Propulsion Laboratory, Pasadena, CA, USA
Intern
BMW Group Research & Development, Munich, Germany
Research Assistant
Fraunhofer IOSB, Karlsruhe, Germany
Research Assistant
Institute of Optimization (ITE), KIT, Karlsruhe, Germany
Teaching Assistant
Institute of Measurement and Control Systems (MRT), KIT, Karlsruhe, Germany

Education

Doctor of Science (Dr. sc.)
Autonomous Systems Lab, ETH Zurich, Switzerland
Master of Science, Robotics, Systems and Control
ETH Zurich, Switzerland
Bachelor of Science, Information Technology and Electrical Engineering
Karlsruhe Institute of Technology (KIT), Germany

Skills

Programming
C/C++, Python/PyTorch, CUDA, MATLAB
Deep Learning
Large-scale distributed training, VLMs, Diffusion Models, NeRF, Gaussian Splatting, VLA Models
Geometric Computer Vision
Camera calibration, state estimation, VIO, SLAM, multi-view geometry, 3D reconstruction, feature detection
Optimization
Nonlinear optimization, factor graphs, bundle adjustment
Software Engineering
Linux, Git, Docker, CI/CD, Jenkins
Graphics & Rendering
Differential ray tracing, surface representations, OpenGL, Unreal Engine
Robotics
ROS, Gazebo, RViz
Hardware Platforms
NVIDIA Jetson to B200 GPU clusters, Apple Vision Pro, Pixhawk Autopilot, Arduino
Open-Source Tools
Kalibr, maplab, GTSAM, Ceres, COLMAP

Curriculum Vitae

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