Principal Investigator: Li Yi (Assistant Professor, School of Computer Science and Engineering(SCSE), NTU)
Team: Dr. Xie Xiaofei (Research Fellow, SCSE NTU), David Berend (Programme Manager, SCSE NTU) & Du Xiaoning (Ph.D student, SCSE NTU)
Mentor: Eugene Aseev (CTO and Co-founder, Chainstack)
Helping to create error resistant AI algorithms by generating missing data of domain
Artificial Intelligence has great impact on safety-critical areas, such as autonomous driving, healthcare, public sector and finance. Currently, technology adoption is facing a common problem: lack of usable data and assuring quality standards. TRAICO Labs is able to verify if an AI system is ready for deployment in the real world. This is achieved by generating data that tests the critical cases. Thereby, errors in autonomous driving systems can be detected before a crash might happen in the real world and doctors can provide more accurate and confident suggestions to their patients. TRAICO Labs started in the Lean LaunchPad programme with the goal to solve the entire AI landscape: providing an end to end platform, building a community, hosting a cloud environment and consulting the clients. The program and mentorship of Eugene Aseev helped them to identify their core value proposition and challenge it through interviews in the relevant industries.