Enterprise Machine Learning Tool
SCOPE OF WORK
I have been designing an Enterprise product that uses machine learning and human feedback, to create a network of employee knowledge that brings answers to a person’s fingertips. One of our latest features is the ability to add your own strengths because our MVP was originally based on insights from connected data sources and no human feedback.
I learned that it’s very difficult to derive a wholistic view of an employee profile based ONLY on machine learned insights. Then we added the ability for a person to start adding data they felt were their “real strengths”. We adjusted the algorithm to make more informed suggestions based on qualitative and quantitative data to produce more valuable employee profiles.
SKILLS: Human-Centered Machine Learning, SaaS, Angular, Custom “Rankomender” Insights Builder (Based on Natural Language Processing & Aster based API)
PROJECT URL: N/A