Research Portfolio

Establishing a company-wide measurement initiative to evaluate and improve customers’ implementation experience

As the solo IC lead, I led the creation of an implementation measurement framework now used in the quarterly business review with CPO.

Developing a product vision for VP-level buyers and aligning the vision across product portfolios

Co-designed a Digital Factory vision with VP-level buyers, which is now used to guide internal cross-team collaboration and roadmap for the next 2 – 3 years.

Empowering new product development with contextual empathy

Used field study and contextual inquiry to help a new product team develop a shared understanding of end users’ working environments and contextualize user pain points.

A customer maturity framework to help a new product team strategize

Came up with a customer maturity framework based on interviews and workshops to help a new product team make targeted product and design strategies.

Creating a playbook for GenAI success in IT SaaS

Proposed a product development framework and communication engagement strategies for GenAI success in IT SaaS based on 23 interviews with buyer personas.


The projects below require access requests:

Co-Designing the dashboard experience for vulnerability managers

Used co-design to inform the new dashboard experience for thousands of vulnerability managers in the security world. Discovered design patterns that apply to dashboard design across security products.

Revamping the flagship product experience to improve adoption

Conducted a series of competitive UX analyses, interviews, journey mapping, and concept testing to inform the revamp of a flagship security product. The new experience led to the expansion of user base and improvement in user satisfaction.

Discovering opportunities and identifying priorities for new product

Used mixed data from market research and primary research to inform the product roadmap for a new security product.

Finding the hidden “gems” and “bugs” through diaries

Discovered onboarding challenges and opportunities for new product features for Duolingo based on a diary study with new users in China.