AI-PoweredFeedback Intelligence Platform

#WebApp #UXDesign #AIProduct #Workshop #ProfessionalWork
Apr 2026 – May 2026

A scalable system that transforms customer conversationsinto actionable product insights.

Research: Value of Internal Enterprise Search in the Age of Generative AI

#GenerativeResearch #ProfessionalWork
Oct 2025 – Dec 2025

A large-scale research to understand enterprise search unique value after the availability of Gen-AI tools to uncover the future direction for enterprise search.

Voice of the Customer (VoC) Admin Portal Revamp

#WebApp #UXDesign #UserResearch #ProfessionalWork
Aug 2021 - Dec 2024

Led the foundational redesign of the Admin experience, redefining system architecture, aligning product definitions across teams, and enabling true self-service for program owners.

Operations Information Hub Design

#WebApp #UXDesign #UserResearch #ProfessionalWork
May 2021 - Dec 2022

A web-based central hub for heavy oil production field operation that centralizes information from 10+ tool, retires 3 tools, streamlines operations workflow, and increase operator time on tools.

Evaluative Research on Cost Analysis Tool

#EvaluativeResearch #StakeholderInterview #UsabilityTesting #TaskFlowAnalysis #ProfessionalWork
Jan 2023 - Mar 2023

Conducted evaluative research on a production cost analysis tool. Established future product direction with feature findings and workflow mapping and helped make a case for continuous funding. 

Nemacolin Woodlands Resort Trip Planner

#WebApp #Mobile #CapstoneProject
Jan 2019 - Jul 2019

A machine learning based smart trip planner for a luxury resort that transforms the resort booking experience to be stress free and be-spoke and ultimately increase booking conversion rate.

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