Natalie
Rouse
General Manager at Eliiza
"Operationalising AI Ethics"
"Operationalising AI Ethics"
07 - 7:00 PM EDT/New York (See in local time)
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04//2024 7:00 PM
04//2024 07:20 PM
America/New_York
#WTGC2024
"Operationalising AI Ethics"
#WTGC2024
"Operationalising AI Ethics"
https://app.events.ringcentral.com/events/women-in-tech-global-conference-2024/reception
https://www.womentech.net/vfairs
"Operationalising AI Ethics"
"Operationalising AI Ethics"
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Session: Operationalising AI Ethics
The need for considering the ethical implications of AI projects is now widely agreed upon by technical practitioners and business leaders across industries. Much less understood is how to embed ethical principles into development and monitoring lifecycles - this talk will outline some practical ways to implement an ethical review process alongside AI development projects, and ensure adherence to ethical standards is visible for algorithms in production.Key Takeaways
- The 5 commonly used ethical principles to apply to any AI project
- The most important high-level considerations for embedding ethics into the AI project lifecycle
- How and where to undertake ethical review tasks within the standard project development workflow
- How undertaking an ethical review as part of the development process creates KPI's for ongoing monitoring in production
Bio
Natalie is the GM for Eliiza, a data science consultancy specialising in well-engineered practical and ethical AI, ML and data science solutions across Australia and New Zealand.Natalie has an engineering background and has worked in optimisation, data science, analytics and innovation across 5 continents, most recently leading analytics and AI delivery at Qantas. Returning to her native NZ, she is driving the expansion of the Mantel Group across the Tasman and supporting the development of new offerings for Eliiza including NLP products and an ethical review framework.
