Categories
Collaboration Frontend Full-Stack Innovation Machine Learning SPAs supply-side

ML Workflow UX

(Bluxome Labs : 3/16-3/16)

After focusing on other priorities, I was pulled into a revision of an interface (I had also created) as delievered for the Rich Data Summit allowing customers to send any model predictions under a certain threshold to the crowd.

I took the following (revised UX) static mock from Design

and iterated to deliver the following

Results

  • Crafted SPA as lynchpin connecting platform’s Machine Learning (Python) and human-in-the-loop (Ruby) systems after convincing team SPA was optimal approach.
Categories
demand-side eCommerce Frontend

Owned Demand-side UX

(CrowdFlower : 1/13-3/13)

The app is CrowdFlower’s most highly-trafficked app. It also happens to be one of the company’s most technically complex, given its history.

Its architecture is that of a Rails app, wrapping a Gem that extracted business logic from the company’s legacy (original) Merb app. The Gem contains all logic around rendering, styling, and providing interactivity for CML, the basis of abstracting microtasks in the platform.

The app was built (before my time) in order to bring a richer, more interactive experience to those doing microtasking work. When the original architect departed only weeks after I joined the company, maintenance and feature implementation fell to me.

Results

  • Supported site’s most highly-trafficked, revenue-generating UI (allowing for custom JS and CSS.)