Ge Li
Applied Research Scientist at Mila - Quebec Artificial Intelligence Institute
Montreal, Quebec, Canada
Summary
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Senior🎓
Top SchoolGe Li is an applied research scientist at Mila with nine years of experience translating deep learning research into real-world systems across NLP, computer vision, speech/signal processing, LLMs and generative AI. With a PhD in Geophysics and dual master’s training in machine learning, he uniquely blends domain modeling from computational geophysics with modern neural methods to tackle problems like speech recognition, visual anomaly detection, multimodal language models and time-series forecasting. His work spans both academic publications (e.g., EUSIPCO) and industry deployments, including a neural non-intrusive speech assessment system. Known for shipping end-to-end research prototypes, he often bridges signal-processing rigor with large-model experimentation. Based in Montreal, he brings a multidisciplinary perspective that surfaces in less obvious cross-domain insights—such as applying geophysical time-series techniques to human activity and anomaly detection tasks.
9 years of coding experience
8 years of employment as a software developer
Master's degree, Machine Learning, Master's degree, Machine Learning at Mila - Quebec Artificial Intelligence InstituteMaster's degree, Machine Learning, Master's degree, Machine Learning at Université de MontréalBachelor's degree, Geophysics and Seismology, Bachelor's degree, Geophysics and Seismology at University of Science and Technology of ChinaDoctor of Philosophy - PhD, Geophysics, Doctor of Philosophy - PhD, Geophysics at McGill University
Github Skills (41)
speech-to-text10
speech-processing10
speaker-verification10
voice-recognition10
audio-processing10
audio10
huggingface10
speech10
asr10
transformers9
speaker-diarization9
pytorch9
speech-enhancement9
speech-synthesis9
speaker-recognition9
Programming languages (4)
Github contributions (5)
gelimcgill/gelimcgill.github.io
Sep 2016 - May 2019
Contributions:1 push, 1 branch in 2 years 8 months
gelimcgill/speechbrain
Jul 2021 - Aug 2022
A PyTorch-based Speech Toolkit
Contributions:12 pushes, 4 branches in 1 year 1 month
pytorchspeech-toolkitspeech-recognitionspeech-synthesisspeech
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