Grace Lewis

Registered user since Wed 5 Aug 2015

Name:Grace Lewis
Bio:

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

Contributions

ICT4S 2022 PC Member in Program Committee within the Research Papers-track
BoKSS 2021 Committee Member in Program Committee within the BoKSS 2021-track
WAIN'21 Committee Member in Program Committee within the WAIN'21-track
Session Chair of Session 5: Designing AI systems I (part of WAIN'21)
Author of Characterizing and Detecting Mismatch in Machine-Learning-Enabled Systems within the WAIN'21-track
MOBILESoft 2021 Committee Member in Program Committee within the Technical Papers-track
ASE 2021 Committee Member in Program Committee within the Student Research Competition-track
Committee Member in Program Committee within the Research Papers-track
SPLASH 2021 Committee Member in Program Commitee within the SPLASH-E-track
ECSA 2021 Author of Architectural Tactics for Energy-aware Robotics Software: A Preliminary Study within the Research Papers-track
Ordinary PC member in Program Committee within the Research Papers-track
MSR 2021 Author of Mining the ROS ecosystem for Green Architectural Tactics in Robotics and an Empirical Evaluation within the Technical Papers-track
ASE 2020 Committee Member in Program Committee within the Research Papers-track
ICSE 2022 Finance Chair in Organizing Committee
Committee Member in Program Committee within the Technical Track-track
ESEC/FSE 2020 Committee Member in Program Committee within the Student Research Competition-track
ECSA 2020 Committee Member in Program Committee within the Research Papers-track
MOBILESoft 2020 Committee Member in Program Committee within the Technical Papers-track
ICSE 2021 Session Chair of 2.2.5. Deep Neural Networks: Hacking (part of Technical Track)
Session Chair of Bayesian Data Analysis for Software Engineering (part of TB - Technical Briefings)
Session Chair of 1.2.1. Deep Neural Networks: Validation #2 (part of Technical Track)
Chair in Program Committee within the TB - Technical Briefings-track
Session Chair of The Software Challenges of Building SmartChatbots (part of TB - Technical Briefings)
Technical Briefings Co-chair in Organizing Committe
Session Chair of Hands-On Session on the Development of Trustworthy AI software (part of TB - Technical Briefings)
MOBILESoft 2019 Session Chair of Security (part of MOBILESoft 2019)
ICSE 2020 Author of How do you Architect your Robots? State of the Practice and Guidelines for ROS-based Systems within the Software Engineering in Practice-track
ICSE 2019 Committee Member in Program Committee within the Doctoral Symposium-track
Author of Do's and Don't When Performing Doctoral Studies within the Doctoral Symposium-track
Committee Member in Program Committee within the Technical Track-track
Session Chair of Energy Consumption in Mobile Apps (part of Papers)
MobileSoft 2018 Session Chair of Opening (part of MobileSoft 2018)
Session Chair of Welcome to MobileSoft 2018 within the MobileSoft 2018-track
Session Chair of S4: Poster & Tool Demo Madness (part of MobileSoft 2018)
* ICSE 2018 * Committee Member in SEIS Program committee within the SEIS - Software Engineering in Society -track
PROMOTO 2015 Committee Member in Program Committee within the PROMOTO-track
MobileDeLi 2015 Committee Member in Program Committee within the MobileDeLi-track
Committee Member in Program Committee
SPLASH 2013 Author of Mobile Computing in Resource-Constrained Environments within the Keynotes-track