The misguided quest
12:00 - 12:30
The presentation delves into the captivating narrative of a determined hero in the world of artificial intelligence by embracing the "hero's journey" archetype to recount their experiences of overcoming challenges and learning from mistakes made while training AI models. The presentation highlights the importance of embracing failure and ultimately transforming the missteps into valuable lessons that contribute to developing more effective and ethical AI systems. The presentation aims to provide insights and tips on identifying potential issues through examples and highlight key learnings on improving data quality, reducing biases in algorithms and increasing the robustness and explainability of machine learning models.
Cornel Stefanache, AscentCore's CTO, is on a mission to help augment customer businesses using AI, cyber security, privacy and visualization through tailored technical solutions. His experience and deep knowledge allow him to be well aware of the trade-offs between reliability, flexibility, performance and ease of implementation, and easily identify potential growth that can be achieved with technical solutions. Within the company, he is also the Lead researcher of AC Labs, a research department that focuses on coming up with creative and innovative solutions to accommodate customer needs and giving back to the community through open-source principles.