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ICSE 2022
Sun 8 - Fri 27 May 2022
Grace Lewis

Registered user since Wed 5 Aug 2015

Name:Grace Lewis

Grace Lewis is principal researcher and lead of the Tactical and AI-enabled Systems (TAS) initiative at the Software Engineering Institute at Carnegie Mellon University. Grace is the principal investigator for the “Characterizing and Detecting Mismatch in ML-Enabled Systems” and “Predicting Inference Degradation in Production ML Systems” research projects. Her current areas of expertise and interest include software engineering for AI/ML systems, software architecture (in particular the development of software architecture practices for systems that integrate emerging technologies), edge computing, and software engineering in society. She has a B.Sc. in Software Systems Engineering and a Specialization in Administration from Icesi University in Colombia; a Master in Software Engineering from Carnegie Mellon University; and a Ph.D. in Computer Science from Vrije Universiteit Amsterdam. Grace serves as VP for Technical Activities and Conferences (T&C) and member of the Board of Governors for the IEEE Computer Society, Diversity and Inclusion (D&I) chair for the IEEE CS Technical Council on Software Engineering (TCSE), Alternate Representative for IEEE-CS on the ABET CSAB Board of Directors, and an ABET evaluator for Computer Science undergraduate programs.

Country:United States
Affiliation:Carnegie Mellon Software Engineering Institute
Research interests:software engineering, software engineering for machine learning, edge computing, software architecture, software engineering in society


SE4RAI 2022 Augur: A Step Towards Realistic Drift Detection in Production ML Systems
ICSE 2022 Collaboration Challenges in Building ML-Enabled Systems: Communication, Documentation, Engineering, and Process
Session Chair of Papers 16: Mining Software Repositories 1 (part of Technical Track)
Finance Chair in Organizing Committee
Session Chair of Green and Sustainable Technologies (part of Technical Track)
Committee Member in Program Committee within the Technical Track-track
Session Chair of Mining Software Repositories 7 (part of Technical Track)
Session Chair of Software Architecture and Design 3 (part of Technical Track)
Committee Member in Mentors within the SMeW - Student Mentoring Workshop-track
MOBILESoft 2022 Committee Member in Program Committee within the Tool Demos and Mobile Apps-track
CAIN 2022 Committee Member in Program Committee within the CAIN 2022-track
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