Design engineering · End-to-end UX · AI-accelerated prototyping
I design clarity into complex products.
I connect user research, interaction design and AI-accelerated prototyping to shape clear product experiences—from discovery through implementation.
Microsoft PQC: Onboarding & experience design
I designed access, onboarding and feedback flows, using rapid prototyping and stakeholder review to refine the interaction direction.
10+Stakeholder-approved interaction designsAccess, onboarding and feedback flows approved within a one-month review cycle.
Access & activation
Clear entry and access states
Interaction design
Consistent, accessible patterns
Feedback & iteration
Reviewed and refined
- Enterprise customer ecosystem
- 700K+
- Enterprise customer ecosystem
- Research to build-ready prototypes across enterprise, healthcare, AI and XR
- Design engineering
- Research to build-ready prototypes across enterprise, healthcare, AI and XR
- Observed across two product experiences
- 10+ NPS points
- Observed across two product experiences
Highlighted work
Selected design work. Measurable outcomes.
Cross-product cybersecurity UX, feedback systems and spatial interaction, with specific design decisions and supporting evidence.
Process
How I work.
Understand the context, prioritize the problem, prototype, measure and iterate. Then I make the patterns reusable.
Context
Understand the product and its people.
Use interviews and product analytics to identify where user needs and product constraints meet.
Problem
Identify the fundamental problem.
Agree on the highest-priority problem and a concrete success measure with stakeholders.
Action
Make the interaction tangible.
Prototype competing flows and edge cases so product and engineering can judge the interaction before handoff.
Measure & iterate
Measure, then iterate.
Use usability findings and product signals to decide what to keep, change or test next.
System
Build a reusable foundation.
Document reusable states and accessible patterns so engineering can carry the decisions into future releases.
Capabilities
From research to implementation: design across the full experience.
Design engineering
Connect interaction design with accessible components, design systems and implementation-ready states.
End-to-end user experiences
Carry priority user journeys from discovery through prototyping, implementation and design validation.
Research & analytics
User interviews, usability testing, NPS/CES, feedback synthesis and A/B testing.
AI-accelerated prototyping
Use AI-assisted tools to build testable interactions and iterate with cross-functional feedback.
Daily toolkit
- Figma
- Figma Make
- Claude
- ChatGPT
- v0
- Userpilot
- Amplitude
- Userlytics
- RStudio
- IBM SPSS
Co-authored IEEE publication · 2022
Music Recommendation using Emotion Recognition
My contribution: UX research synthesis, a four-stage listening journey, feedback states and prototype integration for an emotion-aware music recommender.
Co-authored IEEE research · 2022
Expression to experience
A four-stage listening journey connecting expression input, understandable feedback and playlist recommendations.
Well-informed design suggestions, rooted in UX principles.
Founder & Managing Director, Xcubated Business Solutions
Education
- Carleton University
- Master of Human–Computer Interaction · 2025
- SRM Institute of Science and Technology
- BTech · Computer Science & Engineering · 2022
Experience across
- Sectigo
- eXReality.ai
- Xcubated
- Carleton University
- Siemens Healthineers

