AUBREY STRENGER
St. Paul,MN
Summary
Experienced Legal and Regulatory Research Consultant specializing in high-volume document review, quality control, and subject-matter analysis. Expertise in AI model evaluation and structured feedback enhances quality standards. Strong project management and remote collaboration skills drive informed decision-making and optimize research workflows.
Overview
1
1
Certification
8
8
years of professional experience
Work History
Legal and Regulatory Research Consultant
Legal Research Center
Minneapolis, MN
02.2021 - Current
- Collaborate remotely with team members and external partners to manage assignments and deliver work within established requirements.
- Work with AI legal research companies to evaluate document annotation model outputs and assess responses against established quality standards and rubrics.
- Identify and label hallucinations, instruction-following failures, and other substantive issues in AI legal research model outputs using structured evaluation criteria.
- Apply legal and regulatory subject-matter expertise to identify substantive errors or deficiencies that may not be detected through automated checks.
- Maintain reviewer-quality scores by calibrating evaluations against program standards and applying review criteria consistently across assignments.
- Document recurring model failure modes and communicate structured findings with written rationale that enable modeling teams to target issues in subsequent training runs.
- Track customer needs and research patterns across all 50 states to anticipate future project requirements and improve the efficiency of research workflows.
Legal Consultant
Self-Employed
St. Paul, MN
03.2019 - 02.2021
- Conducted detailed research of municipal, state, and federal laws and regulations concerning medical and recreational cannabis.
- Evaluated customer research requests, identified relevant legal issues, and determined the scope and methodology necessary to produce accurate findings.
- Compared and analyzed information from multiple legal and regulatory sources to identify discrepancies, ambiguities, and subject-matter issues.
- Communicated research findings through clear written memoranda and verbal explanations, providing structured reasoning supporting conclusions.
- Used strategic market analysis to identify revenue opportunities and generate new business.
- Managed assignments independently from initial request through research, quality review, and delivery.
Health Law and Policy Researcher
Public Health Law Center
St. Paul, MN
07.2019 - 10.2019
- Researched and evaluated laws and regulations related to tobacco, food safety, and land-use planning.
- Applied detailed research criteria to complex legal and policy questions and communicated findings in a clear, structured format.
- Provided tailored legal technical assistance to public health officials, legal professionals, and community organizations.
- Identified substantive issues requiring contextual analysis and human judgment.
- Developed a health assessment tool designed to improve the quality of food offered in public spaces.
Research Analyst
Robert Half Legal
Minneapolis, MN
01.2019 - 03.2019
- Conducted first- and second-level document analysis for medical device litigation, collaborating with attorney teams to support case development.
- Reviewed large volumes of privileged, confidential, and publicly available documents to ensure compliance with established review criteria.
- Applied document-review standards consistently while maintaining close attention to detail and accuracy.
- Flagged important information for attorneys and delivered structured findings that strengthened plaintiffs' arguments and contributed to litigation strategy.
- Research contributed to a matter resulting in a $225 million settlement for plaintiffs.
Document Reviewer
Randstad Professionals
Minneapolis, MN
08.2018 - 12.2018
- Applied document-review workflows to identify responsive, relevant, and privileged documents across high-volume litigation assignments.
- Evaluated documents against established criteria and consistently categorized materials according to review requirements.
- Identified edge cases and sensitive material, ensuring thorough review and adherence to legal standards.
- Redacted privileged information and generated detailed privilege reports for regular use by litigators.
- Ensured accuracy and consistency while processing large batches of documents under established review procedures.
Legal Editor
Taj Technologies
Eagan, MN
05.2018 - 08.2018
- Conducted comprehensive legal research utilizing advanced Westlaw and Internet search techniques to support accurate legal analysis.
- Evaluated legal information for relevance, accuracy, and usefulness, enhancing resources available for legal researchers.
- Collaborated with management and editorial teams to develop and refine online legal research content.
- Applied established editorial standards and meticulous attention to detail, ensuring high-quality and consistent published content.
Education
J.D. - Health Law and Bioethics
University of Minnesota Law School
Minneapolis, MN05-2016
B.A. - Psychology- Behavioral Neuroscience
University of St. Thomas
St. Paul, MN05-2009
Skills
- Legal & regulatory research
- Document review & analysis
- Batch review & quality control
- Data management
- AI model evaluation
- Quality rubric assessment
- Error identification
- Structured feedback & written rationale
- Project management
- Remote & asynchronous collaboration
Certification
- Minnesota State Bar, 2018
Certifications
- Women's Hormone Health - Institute for Menstrual Health, 2024
Timeline
Legal and Regulatory Research Consultant
Legal Research Center
02.2021 - Current
Health Law and Policy Researcher
Public Health Law Center
07.2019 - 10.2019
Legal Consultant
Self-Employed
03.2019 - 02.2021
Research Analyst
Robert Half Legal
01.2019 - 03.2019
Document Reviewer
Randstad Professionals
08.2018 - 12.2018
Legal Editor
Taj Technologies
05.2018 - 08.2018
J.D. - Health Law and Bioethics
University of Minnesota Law School
B.A. - Psychology- Behavioral Neuroscience
University of St. Thomas