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MLOps solutions

Equality AI
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MLOps solutions

Equality AI
Modern technology that helps solve healthcare’s challenges.
USA
healthtech
IoT
web apps
Equality AI brings modern technology methods using AI to solve healthcare's most challenging problems by reducing the risk of biased outcomes.
Location:Aspen, USA
2022 - Present

developingEquality AI

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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

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core tech

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app development services

our contribution
  • 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

view more of our work

let's build your product

contact us
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Cluj-Napoca HQ: 37 Racoviță Street, 400165, Romania
Dublin: 42 Pearse Street, D02 YX88, Ireland
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