Jonathan Mitchell
Software Engineer at NVIDIA
California, United States
Summary
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RockstarJonathan Mitchell is a Senior Machine Learning Software Engineer specializing in autonomous vehicle perception at NVIDIA, combining a PhD in Computer Science from UCLA with hands-on production ML experience. He progressed from intern to senior engineer on NVIDIA’s AV perception team, focusing on perception models and emerging projects like BioNeMo and NIMs. With roots in signal processing (BS EE) and practical work in computer vision and human-pose/instance segmentation, he bridges academic research and scalable engineering. Jonathan’s background includes building real-world systems—from neurostimulation simulations to a consumer hardware prototype for contact lens insertion—showing a knack for translating ideas into working devices and code. Based in Los Angeles, he brings a research-driven mindset to industry problems and a documented track record of shipping perception capabilities in safety-critical domains.
2 years of coding experience
Github Skills (27)
pytorch10
drug-discovery10
machine-translation10
python10
machine-learning10
text-to-speech10
speech-synthesis10
multimodal10
large-language-models10
automatic-speech-recognition10
transformer-models10
nvidia10
speech10
gpu10
generative-ai10
Programming languages (2)
Github contributions (5)
jomitchellnv/NeMo
Dec 2023 - Apr 2025
NeMo: a toolkit for conversational AI
Contributions:30 pushes, 6 branches in 1 year 4 months
jomitchellnv/TransformerEngine
Aug 2025 - May 2026
A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit floating point (FP8) precision on Hopper, Ada and Blackwell GPUs, to provide better performance with lower memory utilization in both training and inference.
Contributions:42 pushes, 4 branches in 9 months
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