OUR SPEAKERS

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Dorit is the Head of Data Science at L1ght.com, a startup developing AI solutions that detect various forms of Online Toxicity.
Dorit holds a Ph.D. in Computer Science from Bar Ilan University in the field of AI, specializing in building statistical models for “Behavior Recognition”.
She has been working in the Hi-Tech industry for almost 20 years researching and developing AI algorithmic solutions for real-world problems.
As a mother of 3 daughters: Noa-13, Yael-11, and Shira-8, she feels privileged to be able to contribute her technological and algorithmic experience to make the online world safer for all children.

Dorit Zilberbrand

Head of Data Science
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Hebrew, English
Languages:
Location:
Ramat Gan, Israel
Can also give an online talk/webinar

MY TALKS

How We Cracked Cyberbullying

Data / AI / ML

Bullying isn’t what it used to be – especially considering that these days, most bullying acts occur online. As a mother, Dorit was disturbed to witness harmful online behaviors on her daughter's social networks. Over the past two years, she and the data science team at L1ght set out to crack the code of cyberbullying. Dorit will share the process of defining cyberbullying and the methodology of shifting to neural networks with new and powerful machine learning models. Dorit will explain how image recognition, speech processing, and natural language processing (NLP) taught her plenty about this behavioral phenomenon. Finally, Dorit will discuss how to crack cyberbullying using transformers, how to deal with social networks, and she will share some technical tips and tricks.

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