Research that changes
what gets built.
I'm a psychology-trained researcher. I've published peer-reviewed quantitative research and spent four years in clinical practice. Now I apply those skills through mixed-methods product research.
My research principles
Listen before interpreting
I treat interviews as a way to understand how people make sense of their choices, not as a script to confirm what I already think.
Separate signal from noise
I look for patterns, contradictions, and missing context before turning raw data into findings or product recommendations.
Make uncertainty useful
Research rarely removes all ambiguity. My job is to make the uncertainty visible, manageable, and useful for decision-making.
Research projects
Case studies
Workplace wellness · 2025
Why employees don't use mental health benefits — and what changes when they do
Interviews with employees showed that the main reason people avoided the platform wasn't that they didn't know about it — it was that they didn't trust it. Specifically, they were worried their manager could see their mental health data. That finding shifted the product's focus from awareness to trust and privacy.
Key research finding
"It's a privacy concern more than anything. I don't find it okay that my company can have access to my mental health records."
— Participant, Product Manager
Marketplace design · Retrospective
GalleryGo: understanding hesitation before the first bid
A survey of 11 first-time buyers found that 64% named provenance and verification as preconditions to purchase, and 100% prioritised clear information over auction features. The research identified what buyers needed to see before placing a bid. Revisited later as a methodological retrospective identifying where survey-only evidence could not support the original claims.
of participants lacked confidence to bid — a trust problem, not a pricing problem
Academic & applied research · 2020–2023
Peer-reviewed research and evidence synthesis
A sole-authored correlational study (n=101), 25 published evidence-based articles, and applied research work.
correlation between nervousness and social anxiety — stronger than aggregate negative affect
About
The therapy room taught me how to listen. Research taught me how to turn that into evidence.
I spent four years counselling individuals and couples and providing mental health support. That background trained me to listen carefully, work with ambiguity, and respond thoughtfully to complex personal contexts.
My sole-authored, peer-reviewed study examined which components of negative affect are most strongly related to social anxiety. It strengthened how I think about study design, ethics, statistical analysis, and evidence-based interpretation.
I also wrote 25 evidence-based health and psychology articles, interviewing psychiatrists, clinicians, and researchers and translating published literature for distinct audiences without losing accuracy.
I moved into applied product research because I wanted those skills to shape product decisions. I am looking for teams that treat research as an input to what gets built, not as documentation after the fact.
Three cats. Cold coffee. Quiet parks.
Dissertation: Correlational study of negative affect and social anxiety
Published as a sole-authored, peer-reviewed quantitative study
2,000+ counselling sessions with individuals and couples across four organisations and private practice
Mental health support, intake and risk assessment, and consistent documentation
12 credits in quantitative methods, qualitative methods, and publication ethics
Withdrew from the programme after completing the coursework
WellNest · GalleryGo
Mixed-methods studies translating evidence into product decisions
Let's talk
Open to research roles — full-time, contract, or freelance
Particularly interested in healthtech, edtech, and teams where research findings have a clear line to product decisions. If that sounds like your team, I'd like to hear from you.