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:
- Natalia emphasises the importance of addressing bias in AI systems to ensure fairness and representation across diverse populations.
- She highlights the transition from building AI products to investing in AI startups, focusing on both product and business aspects.
- Natalia discusses the challenges of working in a male-dominated tech environment and the necessity of finding supportive mentors and sponsors.
- In her experience, ethical considerations in AI involve transparency, particularly in ad targeting and user data usage.
- The future of AI is seen as promising, with potential applications that could revolutionise drug discovery and productivity in various sectors.
- She encourages individuals interested in AI to find their passion, learn through hands-on experience, and utilise available online resources.
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:
- Meta
- Salesforce
- Microsoft
- Samsung
- Storm Ventures
- Nvidia
Información
- Programa
- Canal
- FrecuenciaCada dos semanas
- Publicado9 de octubre de 2024, 01:13 UTC
- Duración39 min
- Temporada1
- Episodio18
- ClasificaciónApto