MLOps solutions
MLOps solutions
developingEquality AI
the challenge
In today's healthtech space, there are a lot of innovative solutions that help ease the medical processes. A lot of these solutions use machine learning as an important component. Unfortunately, machine learning models can create their own biases and unfairness. Equality AI's mission was to find and develop a solution to help solve healthcare's most challenging problems: inequity, bias, and unfairness.
the solution
Equality AI is a web platform that brings human-centered MLOps solutions and provides a developer-first experience with an end-to-end fairness framework and functionality that can be selectively applied to workflows for fitting models that reduce the risk of biased outcomes.
Equality AI Responsible MLOps provides fairness-based machine learning capabilities for data scientists to develop and collaborate with clinical teams to decrease the risk of discrimination in clinical decision-making algorithms.
the result
core tech
app development services
- UX/UI Design
- Web development
- DevOps support
- Quality Assurance
- Project Management
features
- New project creation
- Custom data upload
- Customizable code in the Notebook terminal
- Results interpretation
- Pre and post-mitigation options
tools & technologies
- Azure Data lake
- Azure Databricks
- PostgreSQL Database
- Redis for Cache
projects
let's build your product
