Selected work
Each case starts with its question and my part in it, then explains the research decisions and ends with what the evidence can and can’t show.
Data Instrumentation Coverage and Quality
When a product records an interaction, does that record actually explain what the person did?
- Contribution
- I created the dashboard and the assessment pipeline.
- Methods
- Instrumentation coverage audit
- Review of tag meaning and context
- Cross-product comparison with product drill-down
- Status
- Dashboard and pipeline created · being publicized
Chegg Discord
Could academic support fit into the way students already study together on Discord, and which AI-assisted capabilities were ready to develop further?
- Contribution
- I ran the discovery research and the concept tests.
- Methods
- Two rounds of unmoderated discovery interviews with 24 STEM students
- Three low-fidelity concept tests, 12 STEM students each
- Status
- Discovery and concept testing completed · recommendations for alpha and iteration
Chegg Mexico
What did localizing a learning product for students in Mexico require beyond translation?
- Contribution
- I worked across the survey and interview phases and made the cross-language search recommendation.
- Methods
- Comparative survey of 1,000 students, 500 in the US and 500 in Mexico
- Unmoderated interviews with 12 English-speaking college students in Mexico
- Status
- Mixed-methods study completed · cross-language search implementation reported
Inspire Brands Ad Creative
Which creative attributes of quick-service restaurant TV ads go with higher ACE Metrix scores?
- Contribution
- I defined the attributes with the head of Demand Gen Analytics, coded all 548 ads, ran every regression in R and presented the readout.
- Methods
- Content coding of 548 quick-service restaurant TV ads from the past year on 21 yes-or-no attributes
- A codebook defined before any ad was watched, with counting rules for ambiguous attributes
- Linear regression of the Overall ACE Score and its seven components on the coded attributes, in R
- Status
- Analysis completed · readout presented August 2023, used to inform creative guidance
watched.
How can people express what they really think of a film or show, without ranking it feeling like work?
- Contribution
- Cofounder: research, product and interaction design, and front-end work, with two technical cofounders.
- Status
- Launched project · currently paused