Alexandre V.

Leading researchers & software engineers to push the technology forward in the automotive industry.

Detailed achievements:

- Responsible to deliver an in car demo presented in CES 2020 to many Tier 1 OEMs and car companies.

- Leading a team of 4 researchers to improve the objects detection/localization for embedded systems. This led to 30% lighter models while keeping quality/performance and providing more flexibility than vanilly CNNs.

- Implementing a complete CNN training infrastructure in MxNet.

- Training various networks for 2D/3D objects & lanes detection.

- Delivering an automatic emergency braking (AEB) module, including object

tracking and real world distance estimation.

- Developing a proprietary lightweight 3D orientation estimation algorithm.

[References available upon request]

- Participating in the build up of a new product based on the successful development of proprietary ML algorithms. This led to the creation of SeeTrue AI, a security screening company successfully deployed in production in different airports. This included developing the technology and establishing the necessary benchmarks for application to security imaging (CT-scan/X-Ray).

- Implementing proprietary one shot online learning as well as temporal prediction for aerial imagery applications. Multiple successful demos were made, e.g. in Pepcom 2018 in NYC.

[References available upon request]