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 “Automating Mismatch Detection and Testing in 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 Second Vice President and VP for Technical Activities and Conferences (T&C) for the IEEE Computer Society, Diversity and Inclusion (D&I) co-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

Personal website:https://www.andrew.cmu.edu/user/gritter/lewis.html

Twitter:https://twitter.com/GraceALewis

Research interests:software engineering, software engineering for machine learning, edge computing, software architecture, software engineering in society

Contributions

ICSE 2024	Committee Member in Research Track within the Research Track-track
ICSME 2023	Industry Track Co-Chair in Industry Track - Program Committee within the Industry Track-track Industry Track Co-Chair in Organizing Committee
ECSA 2023	Committee Member in Steering Committee Committee Member in Program Committee within the Research Papers-track
ASE 2023	Committee Member in Program Committee within the Research Papers-track
ICT4S 2023	PC Member in Program Committee within the Research Papers-track
ICSE 2023	Committee Member in Software Engineering in Practice within the SEIP - Software Engineering in Practice-track Author of MLTEing Models: Negotiating, Evaluating, and Documenting Model and System Qualities within the NIER - New Ideas and Emerging Results-track
CAIN 2023	Session Chair of AI System Design (part of Papers) Author of A Meta-Summary of Challenges in Building Products with ML Components -- Collecting Experiences from 4758+ Practitioners within the Papers-track PC Member in Program Committee
APSEC 2022	Author of Improving Development of ML-Enabled Systems through Software Architecture within the Keynotes-track
ESEC/FSE 2022	Committee Member in Program Committee within the Tutorials-track
ASE 2022	Author of Data Leakage in Notebooks: Static Detection and Better Processes within the Research Papers-track Committee Member in Program Committee within the Research Papers-track
ECSA 2022	Program Co-Chair in Organizing Committee Carnegie Mellon Software Engineering Institute, USA in Steering Committee Program Co-Chair in Program Committee within the Research Papers-track Session Chair of Keynote (part of Keynotes)
ICT4S 2022	PC Member in Program Committee within the Research Papers-track
SE4RAI 2022	Author of Augur: A Step Towards Realistic Drift Detection in Production ML Systems within the SE4RAI 2022-track
ICSE 2022	Author of Collaboration Challenges in Building ML-Enabled Systems: Communication, Documentation, Engineering, and Process within the Technical Track-track 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
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
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)
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
MSR 2021	Author of Mining the ROS ecosystem for Green Architectural Tactics in Robotics and an Empirical Evaluation within the Technical Papers-track
ESEC/FSE 2020	Committee Member in Program Committee within the Student Research Competition-track
ASE 2020	Committee Member in Program Committee within the Research Papers-track
ECSA 2020	Committee Member in Program Committee within the Research Papers-track
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
MOBILESoft 2020	Committee Member in Program Committee within the Technical Papers-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 2019	Session Chair of Security (part of MOBILESoft 2019)
* ICSE 2018 *	Committee Member in SEIS Program committee within the SEIS - Software Engineering in Society -track
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)
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