[Project] Designing an AI-Assisted SaaS Product: Theme Engine

UX Researcher

UX Designer

Product Designer

Axure

Sketch

Zeplin

What is Theme Engine?

Theme Engine is a qualitative research tool on Avalanche's platform that uses human-in-the-loop machine learning to enable researchers to listen to and analyze thousands of full, human responses—going beyond the limited insights found in solely quantitative research.

My role as a Senior Product Designer

Designs flows and screens for internal and external facing tools

Designs and build prototypes for usability testing and investor demos

Partners with Data Scientists to design with Interactive Machine Learning (IML) and NLP

Partners with Product Managers on product discovery studies

Supports software engineering team using Agile Workflow

Facilitates cross-functional meetings for open communication

Creates documentation to support product and engineering

Main Collaborators

The Goal

Enable researchers to understand people at scale

Conventional research methods mean you either get quantity or depth – not both.

If you surveyed 10,000 people with multiple choice questions, the results would be simple to quantify and analyze. To listen to and understand an audience's perspective in a more nuanced way, you may need to conduct interviews or focus groups.