AXA x DSSG (Fraud Detection & Telematics)

Hi all,

NOTE: Please refer to the new attendance policy (https://www.meetup.com/DataScience-SG-Singapore/events/228169542/) before RSVP to this meetup.

RSVP will only open on 31st May, Tuesday (12pm) and closes on 5th June (12pm).

For our June meetup, we're excited to have Tarik and Nathaniel from AXA's Global Data Innovation Lab share about fraud detection, and telematics and connected cars!

6.45pm-7.15pm: Networking session [casual; small talk]

7.15pm-7.45pm: Tarik Dadi: Tarik will share with you the different approaches that have been explored to provide the business clients of the DIL with technics allowing to make the models not only accurate but also interpretable to human experts. The ability to explain how a specific prediction has been made by a classifier is important since it allows human experts to act more efficiently on the result of the prediction. [casual; industry applications of data science]

7.45pm - 8.15pm: Nathaniel Bern: Nathaniel Bern will be talking first about the missions of the AXA Data Innovation Lab, and will then deep dive into some interesting Data Science topics tackled in the telematics team: from supervised learning with risk prediction and road dangerosity to different methods of clustering for trip inference and driving profile understanding. [casual; industry applications of data science]

[] : Suggested rating and topic; ranges from:
newbie - casual - core - hardcore.

Speaker Bio:

Tarik Dadi graduated with a dual Engineering degree in Computational Mathematics from EISTI and Agro ParisTech. At the same time, he studied Statistics and Artificial Intelligence during a Master’s degree at Paris-Dauphine University. He joined the AXA Data Innovation Lab in April 2015 to work on Lambda Architecture and Online Learning, he currently works on fraud detection technics for the automobile insurance.

Nathaniel Bern holds a Bachelor’s degree in Applied Mathematics and Computer Science from the Ecole Polytechnique, France. He studied Statistical Learning and Applied Machine Learning during a dual Master’s degree, at the ENSAE ParisTech and the Ecole Normale Supérieure de Cachan, where he worked for instance on NLP and Reinforcement Learning projects. He has been working as a Data Scientist at AXA Data Innovation Lab since May 2015, working on a telematics insurance product.