Natalia Burina, a prominent AI product leader and venture capitalist, shares her incredible journey from escaping war-torn Bosnia to becoming a leading figure in the AI field.
With a background that includes key roles at Meta and Salesforce, Natalia has a wealth of experience in product management, particularly in developing AI technologies that cater to a global audience.
The discussion delves into the challenges she faced in creating fair and unbiased AI systems for billions of users, emphasising the importance of understanding cultural nuances and the historical biases present in data.
Natalia highlights the need for transparency in AI and the ethical implications of technology, particularly how biases in data can lead to skewed outcomes in AI applications.
Her insights reveal how companies can proactively address these biases through tools like fairness flow, which helps engineers assess and mitigate potential biases in AI models before they go live.
Takeaways:
Connect with Natalia Burina on LinkedIn
AI Studios by Natalia Burina podcast on Substack
Natalia Burina on X (Twitter)
MIT (Massachusetts Institute of Technology) - free online courses OpenCourseWare
Coursera online courses
DeepLearning AI courses
BBC article about how groups that support women in the tech industry are struggling to survive.
Companies mentioned in this episode: