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Resume
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Education

2016-current    PhD candidate in Informatics (Human-Computer Interaction, exp. May 2022)  

                          Minor - Social Data Analytics (SoDA) Big Data Social Science Fellow

                          Pennsylvania State University, United States

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            2013      MA in Educational Policy & Administration

                          Minors - Program Evaluation & Computer Science

                          University of Minnesota-Twin Cities, United States

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            2008     BE in Computer Science 

                         University of Pune, India

                         Ranked 8th in Pune University

Experience

UX Research Intern for Responsible AI, Microsoft | May 2021 - Aug 2021

 AI, Ethics, and Effects in Engineering and Research 

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  • Uncovered a range of responsible AI practices, interviewing 15+ industry-wide AI practitioners and experts to create Microsoft’s first responsible AI maturity model framework for product teams. 

  • Initiated and led revamp of reliability and safety principles used by all Microsoft AI product teams for evaluating their model’s impact. 

  • Key contributing member of the AI reliability and safety education committee to promote trustworthy AI product innovation. 

  • Coached an AI engineering team about the value of generative research in user safety, data collection, analysis, and prioritizing findings directly impacting the products engineering roadmap. 

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UX Research Intern, IBM Research Almaden | July 2019 - Sep 2019 

Explainable Artificial Intelligence + Natural Language Processing

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  • Crafted an interview study with 30 stakeholders including AI/ML researchers, developers, project managers, designers and business leaders to illuminate different personas of explanation consumers, factors and mechanisms that foster transparency and user comprehension of an AI product and its decision. Defined a collaborative annotation process with team members to review XAI+ NLP literature, co-creating a new taxonomy and ultimately spawning a new research program.

  • Defined a collaborative annotation process with team members to review XAI+ NLP literature, co-creating a new taxonomy and ultimately spawning a new research program. 

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UX Researcher, Teaching and Learning with Technology, Penn State â€‹| Sep 2019 - current

Data Empowered Learning

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  • Spearheading end-to-end UX research for an AI-based learning tool for college students using surveys, interviews and usability testing. 

  • Collaborating with lead engineer, project manager, instructional designer, on concept testing, prototyping and designing a data-driven learning analytics tool for reflective teaching with university faculty. 

  • Informing student data privacy and policy discussion at Penn State by sharing research insights gathered from user interviews. 

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Graduate Research Assistant, Penn State | Aug 2018 - May 2019 

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  • Led field research and participatory design research project for developing an open data platform about water quality to increase visibility and improve access for data literacy.

  • Led interview study for understanding good deed practices, preferences and beliefs of undergraduate students.

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Big Data Social Science Fellow - Social Data Analytics, Penn State | Sep 2017- May 2018

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  • Quantitative data analysis for multiple social impact projects including (i) identifying communication patterns between citizens and local governments (ii) detecting emotional contagion via tweets 

  • Drove persona and user needs research to design a a geo-visual analytics tool for NYC city planners to explore noise complaints data. 

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Researcher, University of Minnesota | Oct 2014 - Oct 2015

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  • Led design and analysis of Minnesota statewide survey project for 4-H First Year Member Satisfaction.

  • Designed monitoring & evaluation plan for Minnesota 4-H volunteers

  • Implemented roll-out plan for 4-H Enrollment Data Interface to facilitate data-driven decision making.

  • Launched a pilot project for youth engagement in the Youth Program Quality Assessment (YPQA) process.

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Evaluation Intern, American Evaluation Association | Sep 2013 – May 2014

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  • One of four nationally selected interns for ‘American Evaluation Association’ (AEA) Graduate Education Diversity Internship (GEDI) program.

  • Initiated evaluation capacity building efforts through intentional program design.

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Evaluation Consultant, Institute for Global Studies, University of Minnesota | Jan 2013- Jun 2013

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  • Impact assessment of University of Minnesota federally funded courses and programs using faculty interviews, student pre/post/follow-up surveys and student achievement data

  • Grant proposal writing incorporating GPRA performance measures.

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Evaluation and Analysis Consultant , The Brandlab | June 2012 - August 2012

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  • Developed program logic model, developed and analyzed pre/post surveys for students, group interview protocols, surveys for teachers, classroom observation rubric and analysis tools.

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Research Assistant, University of Minnesota | Sept. 2012- Dec 2012

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  • Conducted extensive literature review of methodological and theoretical frameworks for exploring the effectiveness of state policies that tie teacher accountability to student performance.

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Member of Technical Staff, Starent Networks (now Cisco Systems Inc.) | Jul 2008 – Aug 2010

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  • Implemented the ‘Mobile Billing Sub-system’ in C programming language - a critical revenue-generating component in all customer deployments.

  • Responsible for design and implementation of a module facilitating seamless migration from 3G to 4G telecom networks and vice-versa.

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Skills

Research methods | Contextual Inquiry, scenario-based design, participatory design, ethnographic research,

                                  surveys (Qualtrics, SurveyMonkey), focus groups, interviews, heuristic evaluation, usability testing

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Data analysis | Quantitative statistical analysis in R, Stata, Excel, Tableau 

                         Qualitative analysis using NVivo, MAXQDA, Marvin

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Wireframing, Prototyping | AdobeXD, Balsamiq, InVision

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Programming | HTML, CSS, C, C++, Java, MySQL

©2022 by Shipi Dhanorkar

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