I'm

Amel Sellami

Scientists , Research Engineer in ML, Google Developer Expert in ML, Mentor at Google for startups
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About Me

3 Years of Experience

Amel is a Research Engineer at InstDeep, a Google Developer Expert in Machine learning, and was the host of the OpenMined Ask me anything session. She was invited and sponsored by Facebook to take part in the F8 hackathon and conference. She is a mentor at Google For startups in the Middle East and North Africa region. She is a volunteer speaker in various events like Gitex, Google4Mena, Deep Learning Indaba. She has a software engineer background acquired from the National school of computer science (ENSI) in Tunisia.

Some Projects

Machine learning

Text to speech (TTS) in Arabic

Generate Speech in Arabic using different models.

Automatic speech recognition (ASR) in Arabic

Train a model using Transfer learning and HPT with data augmentation techniques.

GAN's

3D Image Generation

Privacy preserving ML

Testing different PPML techniques: Homomorphic encryption, Secure Multi party computation.

Experience

Work stations

2018 - Now

Research Engineer

Tunis,Tunisia

A research engineer mainly working in Natural language processing for low resource languages projects(Arabic), and computer vision tasks for energy industry.

2020 - now

Google Developer Expert

Tunis, Tunisia

Speaker in different talks mainly Google4Mena, Deep Learning Indaba, Gitex and doing workshops in Arabic language about Machine Learning.

2019 - 2020

Host of OpenMined AMA

Online

OpenMined is an open-source community whose goal is to make the world more privacy-preserving by lowering the barrier-to-entry to private AI technologies.

2021 - now

Mentor Google for Startups Middle East and North Africa.

Online

From Talks

Talks

Blog

Maths in ML Arabic

Maths and techniques in ML

01-Jan- 2021

Goal: Mathematics and techniques in Machine learning. From Linear Algebra, Optimization..etc

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Blog

Privacy Preserving Machine Learning

PPML

13-AUG-2020

10

Privacy Preserving ML

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Blog

Women Online Safety

Women Online Safety Panel GDG Algeries

13-JAN-2021

Women Online Safety Panel

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Blog

Text to speech

NLP Tensorflow meetup Tunis

05-Jul-2021

Text to speech Tunis Tensorflow meetup

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Blog

Computer Vision

Computer Vision demystified

JUN-2021

Warwick Meetup with GDEs

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Blog

Tensorflow on Google Cloud

Google cloud

Oct-2020

Google Cloud with GDG Turkey

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Blog

Ask me Anything with OpenMined

OpenMined

2019-2020

OpenMined PPML AMA

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