Rayan Daod Nathoo Email and Phone Number
Passionate, dedicated, and experienced Machine Learning and Software Engineer, aiming to develop solutions for real-world constrained problems. I helped companies like Bose and Logitech innovate using novel technologies and acquired vital research and industry skills. With experience in Audio ML, Computer Vision, NLP, Model Compression, and more, I am a team worker eager to learn and looking forward to the next challenge! Always ready to contribute to impactful AI/ML projects. Interested in broad Machine Learning applications (audio, image/video, natural language, biology, time series, etc.), Software Engineering, and Digital Signal Processing.More info about me on my website: rayan.daodnathoo.comContact: rayan [at] daodnathoo.com
Atinary Technologies
View- Website:
- atinary.com
- Employees:
- 26
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Machine Learning EngineerAtinary TechnologiesLausanne, Vd, Ch
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Junior Software EngineerAtinary Technologies Inc. Dec 2023 - PresentLausanne, Vaud, Switzerland
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Machine Learning ResearchBose Corporation Feb 2023 - Aug 2023Boston, Massachusetts, United StatesModel Compression, Speech Enhancement, Source Separation- Design and development of Deep Learning Models for audio-to-audio applications- Derived novel Knowledge Distillation compression techniques for tiny causal models- First author of the article "Two-Step Knowledge Distillation for Tiny Speech Enhancement" (ICASSP 2024)- Collaboration with ML and Software Engineers to improve internal pipelines- Department-wide presentations and weekly standups -
Computer Vision EngineerEpfl (École Polytechnique Fédérale De Lausanne) May 2022 - Aug 2022Lausanne, Vaud, SwitzerlandImage Segmentation, Super-Resolution, Model deployment- Exploration and integration of Image Segmentation and Super-Resolution models into a video streaming pipeline- Remote/on-site installation and deployment in European TV studios (Norway, Romania, UK)- Second author of the article "AI-based Telepresence for Broadcast Applications" (SPIE 2022) European-Commission-funded project (Horizon 2020) -
Machine Learning InternLogitech Aug 2021 - Feb 2022Lausanne, Vaud, SuisseSource Separation, Data Engineering, ML Model Prototyping- Research and development of Deep Learning models for causal & real-time Target Source Separation- Developed a multi-step data augmentation pipeline to generate synthetic data- Delivered two prototypes: (1) footstep extraction/removal in the context of video games (2) conditional extraction/removal of 1+ audio events to help neurodivergent people- R&D-wide presentations, weekly standups, interactions with Product Managers, UX Designers -
Communication StaffEcole Polytechnique Fédérale De Lausanne Sep 2019 - Jan 2022- Managed the EPFL Computer Science School social networks (Instagram, Twitter, Linkedin, Facebook)- Launched and improved recurrent concepts (IC Takeover, IC Connects, News, ...)
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Student AssistantEcole Polytechnique Fédérale De Lausanne Sep 2017 - Feb 2021Lausanne, Vaud, Suisse(x2) Support for students during the course "Advanced Information, Computation, Communication"
Rayan Daod Nathoo Skills
Rayan Daod Nathoo Education Details
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Computer And Communication Sciences
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Computer And Communication Sciences
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Lycée Français Jean-Mermoz, Dakar18.1/20 - Highest Honours
Frequently Asked Questions about Rayan Daod Nathoo
What company does Rayan Daod Nathoo work for?
Rayan Daod Nathoo works for Atinary Technologies
What is Rayan Daod Nathoo's role at the current company?
Rayan Daod Nathoo's current role is Machine Learning Engineer.
What schools did Rayan Daod Nathoo attend?
Rayan Daod Nathoo attended Ecole Polytechnique Fédérale De Lausanne, Ecole Polytechnique Fédérale De Lausanne, Lycée Français Jean-Mermoz, Dakar.
What skills is Rayan Daod Nathoo known for?
Rayan Daod Nathoo has skills like Algorithmes, C, Networking, Keras, Tensorflow, Scala, Pattern Matching, Adobe Photoshop, Deep Learning, Signal Processing, Latex, Java.
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