Cosavant
Co-Founder
Markus Kliegl
Senior Machine Learning Engineer at Apple | Research Engineer at DeepMind | Research Scientist at Baidu Research | Applied Math PhD, Princeton University
Senior Machine Learning Engineer at Apple | Research Engineer at DeepMind | Research Scientist at Baidu Research | Applied Math PhD, Princeton University
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Experience
Apple
Senior Machine Learning Engineer
Machine Learning Engineer (ICT5), Special Projects Group (SPG), Sunnyvale, CA
Perception for autonomous systems, involving primarily computer vision using deep learning
-... more Tech lead for a new Perception effort that lay at the heart of an org wide initiative for 2020-2021.
- Invented novel techniques not found in the literature.
- Significant cross-org collaboration: data team, downstream consumers, executives.
- From initially me and one other engineer, this grew into a stand-alone team with 9 engineers.
Perception for autonomous systems, involving primarily computer vision using deep learning
-... more Tech lead for a new Perception effort that lay at the heart of an org wide initiative for 2020-2021.
- Invented novel techniques not found in the literature.
- Significant cross-org collaboration: data team, downstream consumers, executives.
- From initially me and one other engineer, this grew into a stand-alone team with 9 engineers.
DeepMind
Research Engineer
Research Engineer, DeepMind for Google (DMG), Mountain View, CA
Applied machine learning in partnership with Google product teams, primarily YouTube
- Invented, developed,... more and deployed hybrid dynamic programming and machine learning solution for improving timing of YouTube promotions (estimated annualized revenue impact of $XX M).
- Improved WaveRNN inference times on TPU for text-to-speech synthesis (TTS).
Applied machine learning in partnership with Google product teams, primarily YouTube
- Invented, developed,... more and deployed hybrid dynamic programming and machine learning solution for improving timing of YouTube promotions (estimated annualized revenue impact of $XX M).
- Improved WaveRNN inference times on TPU for text-to-speech synthesis (TTS).
Baidu
Research Scientist
Research Scientist, Silicon Valley AI Lab & Institute for Deep Learning, Baidu Research, Sunnyvale, CA
Speech recognition (ASR) and natural language processing (NLP)... more using primarily deep learning
- Developed a keyword spotting / wakeword detection model (like “Hey Siri”).
- Developed and deployed a capitalization and punctuation model for ASR output.
- Implemented near-server-grade speech recognition on embedded devices.
- Employee of the quarter, 2017 Q2.
- Coauthor/coinventor on 4 papers & 3 patents (Google scholar profile).
Speech recognition (ASR) and natural language processing (NLP)... more using primarily deep learning
- Developed a keyword spotting / wakeword detection model (like “Hey Siri”).
- Developed and deployed a capitalization and punctuation model for ASR output.
- Implemented near-server-grade speech recognition on embedded devices.
- Employee of the quarter, 2017 Q2.
- Coauthor/coinventor on 4 papers & 3 patents (Google scholar profile).
Data Science Consultant
Set up machine learning infrastructure and automated model training for an early-stage startup
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