Matthew Stewart
Postdoctoral Researcher
Edge Computing Lab
School of Engineering and Applied Sciences
Harvard University
Biography
Matthew Stewart is a postdoctoral researcher in the Edge Computing Lab at Harvard University. He holds a Ph.D. and MSc in Engineering Sciences and Data Science from Harvard University, and an integrated BEng/MEng in Mechanical Engineering from Imperial College London, with his final year completed at the National University of Singapore.
Matthew's research work is highly interdisciplinary, developing flexible microcontrollers capable of running lightweight machine learning models, as well as photonics-based autonomous vehicles, benchmarking tools for reinforcement learning and robotics, neuromorphic computing, data-model co-design, sustainable computing, and machine learning sensors.
Matthew is also a part-time AI consultant for Critical Future and has worked with fintech, real estate, and e-commerce companies helping them to leverage artificial intelligence to enhance their business operations. He is also a blogger for Towards Data Science and a member of the Institute of Mechanical Engineering, British Computing Society, the Association for Computing Machinery, and MLCommons.
Email: matthew_stewart@g.harvard.edu
Interests
- Computer Vision
- Deep Learning
- Tiny Machine Learning
- Drones
- Sensor Systems
- Distributed Sensor Networks
- Atmospheric Chemistry
Education
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Ph.D. in Environmental Science and Data Science, In Progress
Harvard University
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MSc in Engineering Sciences, 2020
Harvard University
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Integrated BEng/MEng in Mechanical Engineering, 2017
Imperial College London/National University of Singapore