Meetup #3: Privacy Preserving AI/ML + Demo of AI/ML on Edge Devices

Kaggle Days Meetup DC Maryland Virginia
Kaggle Days Meetup DC Maryland Virginia
Grupa publiczna

CareFirst BlueCross BlueShield

1501 S Clinton St · Baltimore, MD

Jak nas znaleźć

Please park in the lot across the street. The meetup will be on the 17th Floor in the Conference Room.

Zdjęcie miejsca wydarzenia

Szczegóły

Kaggle Days Meetups are a series of events all over the world, created by Kaggle and LogicAI, that aim to gather Kagglers and people interested in Data Science around one city.

Topic: Privacy Preserving AI/ML: Challenges, Use Cases and Latest Techniques, with Demo of AI/ML on Edge Device

Agenda:
6:00 pm to 6:30 pm - Meet and greet, light buffet dinner
6:30 pm to 8:30 pm - Presentations
8:30 pm to 9:00 pm - Networking and refreshments

Abstract:

AI and Big Data amplify existing privacy issues, creates new concerns, and give rise to advances in privacy-preserving machine learning. Changrong Ji of CareFirst BlueCross BlueShield will give a lay of the land, with healthcare use cases as examples. She will survey the latest techniques: Federated Learning, Differential Privacy, Homomorphic Encryption, and Edge Computing on mobile and IoT devices. Code will be shown to highlight key concepts, as well as a joint demo with Antoniou Linari of Expert System, on a speech-to-text disambiguation application on Nvidia Jetson Nano.

Presenters:

Changrong Ji is an enterprise architect at CareFirst BlueCross BlueShield where she leads AI/ML explorations across business units. An engineer, tinkerer and angle investor, she also collaborates with academic and industry peers on applied AI R&D.

Antonio Linari is the Chief Technology Officer of Expert System Enterprise, a leader on AI and Natural Language Understanding with clients worldwide.

Location:

CareFirst BlueCross BlueShield, 1501 S. Clinton Street, Baltimore, MD[masked]th Floor Conference Room

Date and Time:
1/30/2020, 6 pm to 9 pm

Parking is across the street from the building.