Swati Gupta

Associate Consultant

Cambridge, Massachusetts, United States15 yrs 6 mos experience

AI ML PractitionerAI Enabled

Key Highlights

Expert in optimization and algorithmic fairness.
Led initiatives in Ethical AI at NSF AI Institute.
Developed innovative tools for security policy analysis.

Stackforce AI infers this person is a leader in AI and optimization research with a focus on ethical applications.

Contact

Skills

Core Skills

OptimizationMachine LearningEthical AiBusiness OptimizationTool Development

Other Skills

Algorithmic FairnessDiscrete OptimizationFairness and BiasOnline OptimizationGame TheoryC++Security PoliciesSecurity AnalysisInnovationResearchCMatlabJavaMicrosoft OfficePowerPoint

About

My official website is: www.swatigupta.tech.

Experience

15 yrs 6 mos

Total Experience

3 yrs 3 mos

Average Tenure

3 yrs

Current Experience

Mit sloan school of management

Assistant Professor

Jun 2023 – Present · 3 yrs · Cambridge, Massachusetts, United States · On-site

I am an expert in optimization, ML/AI, and algorithmic fairness.

OptimizationMachine LearningAlgorithmic Fairness

Nsf ai institute advances in optimization (ai4opt)

Lead of Ethical AI

Aug 2021 – Jun 2023 · 1 yr 10 mos · Atlanta, Georgia, United States · On-site

Lead of the cross-cutting technical thrust of Ethical AI, in the multi-institution NSF AI Institute on Advances in Optimization (AI4OPT).

Ethical AIOptimization

Georgia institute of technology

Assistant Professor

Jul 2018 – Jun 2023 · 4 yrs 11 mos · Atlanta, USA

Discrete and Continuous Optimization, Machine Learning, Fairness and Bias, Applied OR.

Discrete OptimizationMachine LearningFairness and BiasOptimization

Mit sloan school of management

Graduate Teaching Assistant

Aug 2013 – Dec 2013 · 4 mos · Cambridge

For Graduate Level course: Introduction to Math Programming.
Rated highest out of the three instructors for the course.

Ibm research lab

Summer Intern

May 2013 – Aug 2013 · 3 mos · Zurich

Worked on an exploratory research project on microscopic railway scheduling, within the Business Optimization Group. Developed new techniques to solve the problem faster with new constraints and integrated the new formulation in the existing C++ codebase.

C++Business Optimization

Operations research center, mit

Research Assistant

Aug 2011 – Jun 2023 · 11 yrs 10 mos · Cambridge

Working with Prof. Patrick Jaillet and Prof. Michel Goemans on online optimization problems and games with exponential strategies.

Online OptimizationGame Theory

Indian institute of technology, delhi

Undergraduate Teaching Assistant

Aug 2010 – Apr 2011 · 8 mos · Delhi

Teaching assistant for two undergraduate courses: Introduction to Computer Science, and Introduction to Database systems. Taught during the lab hours, designed and graded assignments for the courses, and graded the exams.

Microsoft research, india. mobility, networks and systems group.

Summer Intern

May 2009 – Jul 2009 · 2 mos · Bangalore

Found inconsistencies in the documentation of third-party firewalls. Designed comprehensive multi-level tests to determine the arbitration policies of a firewall.

University of michigan

Summer Intern

May 2008 – Jul 2008 · 2 mos · Ann Arbor

Designed a language to support analysis and combination of multiple security policies on a system. Developed a tool “SPAN” (now under GNU license) to support analysis of Firewalls, SSH and NFS policies.

Security PoliciesTool Development