Case study

BioFi Collection App

Clear and efficient R&D data collection tool resulting in a reduction of dev cost.

Product Design

Overview

The design of a data collection app improved efficiency among our machine learning engineers. The simple app made it possible for anyone to conduct a data capture accurately giving development time back to our data scientists and allowed them to focus on improving models.

Role:

UX/UI Designer

Tools:

Adobe XD

Problem

Capturing data or machine learning models was time consuming and intricate. It required our data scientists to be hands-on to perform these tests. This practice was costly to our development schedule and did not allocate appropriate expertise where it was needed.

Solution

Create an app with simple to follow prompts that anyone could use. Test parameters could be updated and customized from anywhere and run by anyone.

Design & Development

I collaborated with project managers and machine learning engineers to understand the process and requirements for effective data collection. After user testing and observing the current workflow, I worked closely with software developers to design a simple, intuitive system that streamlined data collection, ensuring that data capture for ML models could be accomplished by anyone. This freed up our ML engineers to focus on building models rather than collecting data.