Rayhane Mama

Deep Learning Researcher at Block

Old Toronto, Ontario, Canada
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Summary

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Rayhane Mama is a deep learning researcher and engineer with 8 years of experience building production-grade generative models across audio, vision and multimodal domains. Currently at Block, he researches audio generative models after leading work on audio-to-video generation, hierarchical VAEs, and LLM-driven fraud detection for CashApp. His background includes shipping scalable expressive TTS systems at DeepZen and creating high-profile deepfake demos and detectors at Dessa that drew New York Times coverage. An active open-source contributor, he improved Tacotron-2 and WaveNet implementations with multi-GPU support and performance fixes. Known for tackling "impossible" problems, he blends research rigor with practical engineering to move state-of-the-art models into production.
code8 years of coding experience
job4 years of employment as a software developer
bookMaster of Engineering - MEng Engineering/Industrial Management, Master of Engineering - MEng Engineering/Industrial Management at ENSTAB - Ecole Nationale des Sciences et Technologies Avancées à Borj Cédria
languagesEnglish, French, Arabic
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Github Skills (16)

text-to-speech10
speech-synthesis10
deep-learning10
tensorflow10
python10
machine-learning9
pandas9
paper8
merge6
docker6
dictionary6
regex6
dataframe6
numpy6
scikit-learn6

Programming languages (4)

C++HTMLJupyter NotebookPython

Github contributions (5)

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Contributions:24 commits, 22 pushes, 1 branch in 3 years 2 months
Vanlogh/ENSTABrain

Dec 2017 - Feb 2018

Contributions:20 commits, 20 pushes in 2 months
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