Project Skyler · AI assistive audio interface
Journey mapping and Wizard-of-Oz testing with three participants; consent parser evaluated on 81 synthetic scenarios with 365 passing tests. Exploratory research continues.
Supporting work · 2020–26
Relevant range, kept secondary.
Primary portfolio stays focused on five research cases. This archive holds useful supporting work without competing for recruiter attention.
Responsible AI
Medication Information Rapid Review
Screened and synthesized 12 social-listening studies from 528 initial records using PRISMA; cross-referenced findings with 500+ PubMed records for public-facing healthcare communication.
Ylopo · Real-estate lead journey analysis
Supporting work on lead behavior, sales workflows, and CRM evidence in a real-estate technology context.
ICICI Bank · Mobile mortgage workflow testing
Usability testing across 30+ live workflows, journey mapping, data-entry issue diagnosis, and findings presented to regional sales leadership. Supported 40+ wealth clients and $2.5M in funded loans.
Research foundation
MS Human–Computer Interaction and Design, Indiana University; PGDM Health Management, Welingkar Institute; BS Forensic Science, Amity University.
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