Years of experience tapping into power of crowds
Through 12 years with Amazon, including three on the team behind MTurk and SageMaker Ground Truth, Dave has shaped how crowds can be leveraged to improve, expand, and drive data strategies.
Expertise at the intersection of data science and crowd work
Helping companies leverage the untapped value in images, text, audio, video, and other data
Crowds can assist with a range of data challenges
Developing AI training data
Public and private (internal) crowds can be used to quickly and accurately gather, supplement, and label your data so it can be used for training of ML models.
Gathering data
Crowds are ideal for gathering data dispersed across hundreds of websites such as business information and product attributes.
Business process automation
Combining machine learning, private (internal), and public crowds can allow companies to build efficient and scalable solutions for data processing tasks.
Automating human review
Crowds can assist in quickly moderating, categorizing, and tagging user generated content such as images and video.
Studies and market research
The MTurk public crowd provides a flexible audience for studies and market research.
Data cleanup and management
Using tools like MTurk to break large data projects down into small components and utilizing crowds to complete them can shorten projects from months to hours.