Rayan Daod Nathoo Email & Phone Number
Who is Rayan Daod Nathoo? Overview
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Rayan Daod Nathoo is listed as Machine Learning Engineer at Atinary Technologies, a with 26 employees, based in Lausanne Metropolitan Area, Switzerland. AeroLeads shows a matched LinkedIn profile for Rayan Daod Nathoo.
Rayan Daod Nathoo previously worked as Junior Software Engineer at Atinary Technologies Inc. and Machine Learning Research at Bose Corporation. Rayan Daod Nathoo holds Master, Computer And Communication Sciences from Ecole Polytechnique Fédérale De Lausanne.
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About Rayan Daod Nathoo
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
Listed skills include Algorithmes, C, Networking, Keras, and 16 others.
Rayan Daod Nathoo's current company
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Rayan Daod Nathoo work experience
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Junior Software Engineer
Current
Machine Learning Research
Model 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 Engineer
Image 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 Intern
Source 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 Staff
- Managed the EPFL Computer Science School social networks (Instagram, Twitter, Linkedin, Facebook)- Launched and improved recurrent concepts (IC Takeover, IC Connects, News, ...)
Student Assistant
(x2) Support for students during the course "Advanced Information, Computation, Communication"
Rayan Daod Nathoo education
Master, Computer And Communication Sciences
Bachelor'S Degree, Computer And Communication Sciences
Scientific Baccalauréat, Major In Mathematics, 18.1/20 - Highest Honours
Frequently asked questions about Rayan Daod Nathoo
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What company does Rayan Daod Nathoo work for?
Rayan Daod Nathoo works for Atinary Technologies.
What is Rayan Daod Nathoo's role at Atinary Technologies?
Rayan Daod Nathoo is listed as Machine Learning Engineer at Atinary Technologies.
Where is Rayan Daod Nathoo based?
Rayan Daod Nathoo is based in Lausanne Metropolitan Area, Switzerland while working with Atinary Technologies.
What companies has Rayan Daod Nathoo worked for?
Rayan Daod Nathoo has worked for Atinary Technologies, Atinary Technologies Inc., Bose Corporation, Epfl (École Polytechnique Fédérale De Lausanne), and Logitech.
How can I contact Rayan Daod Nathoo?
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What schools did Rayan Daod Nathoo attend?
Rayan Daod Nathoo holds Master, Computer And Communication Sciences from Ecole Polytechnique Fédérale De Lausanne.
What skills is Rayan Daod Nathoo known for?
Rayan Daod Nathoo is listed with skills including Algorithmes, C, Networking, Keras, Tensorflow, Scala, Pattern Matching, and Adobe Photoshop.
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