Alvin Pane
Engineering Lead at OutRival
Miami, Florida, United States
Actions
Alvin Pane is a Founding Engineer at OutRival, a YC-backed AI company building voice agents that drive millions of interactions per month across education, insurance, and travel.
Previously, Alvin was a Senior AI Research Engineer at AMD, where he co-founded and led an R&D team focused on AI-accelerated HW debug systems and GPU optimization algorithms.
Alvin holds a Master of Engineering in Machine Learning and a Bachelor's in Engineering Science (Robotics) from the University of Toronto. He was an Academic All-Canadian and Varsity Rugby player.
Links
Area of Expertise
Topics
Agentic Memory is the New State of the Art
The retrieval pipeline is the default architecture for AI memory: embed, index, search, rerank, hope the right context makes it through. It's also a dead end. The next paradigm for AI memory is agentic. Instead of building elaborate infrastructure to compensate for what models can't do, let the model do the work. This talk covers how this approach produced a new state of the art on the most widely used long-term memory benchmark in conversational AI, why the field got stuck building workarounds, what it looks like when you stop, and where AI memory is actually heading.
AI Engineer Miami 2026 - 15 mins
Alvin Pane
Engineering Lead at OutRival
Miami, Florida, United States
Links
Actions
Please note that Sessionize is not responsible for the accuracy or validity of the data provided by speakers. If you suspect this profile to be fake or spam, please let us know.
Jump to top