Expense managers want to quickly prioritize reviews, set controls, investigate items, and engage employees in error correction. Machine learning can help by analyzing expense reports, calculating risk scores, and detecting duplicates.

For customers who want to keep data accurate, deter fraud, and save manual time checking for clerical errors, this T-Digest-based API offers real-time statistical analysis, so that customers feel more confident about making better business decisions.

Having worked both as a designer and a product manager, I see the gaps in their understanding of what each other does. I researched and presented to 20 product managers on what Designers do and how we can be friends instead of enemies.

Approximately 2/3 of internet traffic comes from mobile devices. I revamped an existing HR product so that it's accessible when people most need it.

Small-medium sized business owners don't have time to do their own bookkeeping. I designed key functions for users to save time and leverage smart transaction categorization.

COVID19 made remote work the norm, and companies needed to find new ways to communicate with employees. I designed workflows that covered complex use cases around globally messaging.

I volunteered to lead PM work and researched how to motivate employees to upskill using a customized enterprise marketplace.

I compared the pros and cons of 5 meditation apps to help people interested in mediation choose what's right for them

I researched and designed multiple key elements of an HR platform to create a more delightful onboarding experience

Collaborators, not coders.

Librarians spend 75% of their time doing community outreach work. I designed an all-in-one platform that encompasses all steps of the events-organizing process.

I co-authored a research paper about health data analysis regarding family dieting habits (158 participants). It was published on ACM on Human-Computer Interaction in 2018.

As part of a formative research for Microsoft, I studied people's behavior of time and task management to understand their behavior, motivation, and mental models and made design recommendations accordingly.

Research has found ones' health status are heavily impacted by the rest of the family members. As the researcher and designer, I contributed to conducting interviews, usability testings, wireframes, visual design, and frontend development.

I worked on the end-to-end design of several features and explored the visual style branding for a social music app.

After the merge of 2 organizations, I used a User-Centered Design approach to ensure the brand identity is clear and visitors can make donations easily.

Having worked both as a designer and a product manager, I see the gaps in their understanding of what each other does. I researched and presented to 20 product managers on what Designers do and how we can be friends instead of enemies.

I compared the pros and cons of 5 meditation apps to help people interested in mediation choose what's right for them

Collaborators, not coders.