The Hidden Code: Bias Testing for Ethical AI in Healthtech

Usha Kandala

Firebucks, India. (Best Paper Award winner EuroSTAR 2025)

Uncover how bias can impact AI systems and learn to detect, evaluate, and mitigate it effectively in this eBook, winner of the Best Paper Award in EuroSTAR 2025. This guide walks you through building a bias testing framework, applying practical strategies, and ensuring fairness throughout the AI lifecycle. Equip yourself with the tools to create more inclusive and responsible healthcare solutions.

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About Me!

Usha Kandala is a senior Project Management and Quality Assurance professional with over 20 years of experience in developing and managing software products and product class applications.

She initiated and developed QA practices and release processes in start-up environments, provided leadership and guidance to different teams running multiple product releases, and piloted globally distributed QA teams.

She holds a Master of Liberal Arts degree in Management & Operations from Harvard University, USA; and a Masters degree in Computer Science from Osmania University, India.

She is also an alumnus of Goldman Sachs 10,000 Women Entrepreneurship Program from IIM Bangalore, India.


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