Timothy Wroge
Computer Vision @ Voxel
- Role
- Staff Computer Vision Engineer at Voxel
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Timothy Wroge
Computer Vision Engineer @ Voxel
Experience
Staff Computer Vision Engineer
Jan 2022 — Present · San Francisco, CA, US
Currently a tech lead for part of the perception and machine learning stack, optimizing action recognition problems such as video classification. Lead the team with experience crossing machine learning research, full stack development, and ML Ops Key Contributions- Developed object detection, segmentation, image classification, pose classification, action recognition training and inference pipelines- Use of PyTorch for custom deep learning training and inference pipelines- Optimized real time inference for online inference and model serving- Researched and invented algorithms for uncertainty estimation- Used foundation models and transformers like ViT for real time recognition- Built online inference stack from the ground up including SQS, Kubernetes and micro-servicesPublished papers at top ML research conferences like ICLR, ICML
Education
University of Pittsburgh Swanson School of Engineering
Bachelor of Engineering - BE, Computer Engineering, Minor in Bioengineering
2016 — 2020
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