Grace Lewis

US-Amerikanische Informatikerin. Sie leitet die Forschung der Tactical and AI-enabled Systems – Gruppeund Software Engineering for ML am Software Engineering Institute.

Werdegang & Beitrag:

Bachelor in Software Systems Engineering (Icesi University)

Master in Software Engineering (Carnegie Mellon University)

Doktor in Informatik mit der Arbeit „Software Architecture Strategies for Cyber-Foraging Systems“ (Vrije Universiteit Amsterdam)

Am SEI forscht Lewis in Rahmen der folgenden ML-Projekten:

– Characterizing and Detecting Mismatch in ML-Enabled Systems
– Automating Mismatch Detection and ML Component Testing in ML Systems
– Predicting Inference Degradation in Production ML Systems

Davor leitete sie die Forschung der folgenden Projekte zu Edge Computing und IoT Security:

– Kalki: High-Assurance Software-Defined IoT Security

– Authentication and Authorization of IoT Devices in Tactical Environments

Auszeichnungen:

Distinguished Paper Award (2022) für das „Paper Collaboration Challenges in Building ML-Enabled Systems: Communication, Documentation, Engineering, and Process. Organization“
Best Paper Award (2016) für das Paper „A Decision Model for Cyber-Foraging Systems“
IEEE Computer Society Technical & Conference Activities (T&C) Vice-President (2021-2022)
IEEE Computer Society Board of Governors (2020-2022)
IEEE Computer Society Technical Council on Software Engineering (TCSE), Diversity and Inclusion (D&I) Vice-Chair
IEEE Senior Member
ABET CSAB Board Alternate (Representative of the IEEE Computer Society) and Program Evaluator (Computing Accreditation Commission)

Forschungsschwerpunkte:
Software Engineering für ML/AI, Tactical and AI-enabled Systems, Commercial-of-the-Shelf (COTS) Based Systems, Legacy System Modernization, Systems of Systems Engineering, Service-Oriented Architecture (SOA), Cloud Computing, Edge Computing, Software Architecture und Software engineering in society

Manche Veröffentlichungen von Grace Lewis finden Sie hier.

Quellen:
https://www.andrew.cmu.edu/user/gritter/lewis.html
https://www.andrew.cmu.edu/user/gritter/lewis.jpg (Erlaubnis erteilt von Dr. Grace Lewis)