Vinceline Bertrand
M.S. in AI Student and NSF Scholar
FAU
[About]
Vinceline Bertrand graduated magna cum laude with a BS in Computer Science and is currently pursuing an MS in Artificial Intelligence at Florida Atlantic University. She has experience as a software engineering intern, several hackathon wins, and is an NSF scholarship recipient and Bloomberg Bpuzzled finalist. Vinceline is the founder of WalkSOFLO, where she focuses on building technology for social impact, and her research explores novel AI methodologies to support radiologists in breast cancer detection and lesion segmentation. Outside of work, she enjoys cooking, dancing, and spending time outdoors on long walks.
Agentic AI Without the Magic: Building Autonomous Workflows in React Under Real Constraints
Agentic AI is the new trendy term; it promises program autonomy and “intelligent” workflows. But integrating agentic systems into React applications introduces real challenges that most frameworks don’t solve: indefinite loops, stalled responses, unpredictable state updates, UI desynchronization, and missing guardrails. In this talk, I’ll share lessons from building agentic workflows and the production issues I ran into when non-deterministic behavior collided with frontend assumptions. You’ll learn practical patterns for making agents observable, controllable, and user-safe in a React UI.