Join the Applied Healthcare AI Summit | Free online conference | April 14-15, 2026
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AI agents are getting a lot of attention, but in healthcare, an agent is only as effective as the data it can access, interpret, and trust. In this session, we go under the hood of the Patient Journey Intelligence (PJI) platform to show how raw, multimodal healthcare data is transformed into AI-ready insights.

We will walk through live workflows for data integration across fragmented clinical sources, data enrichment using specialized medical LLMs and NLP, and the use of agents and tools for high-value tasks such as cohort building, patient-level exploration, and clinical trial matching. We will also show how PJI maintains a single source of truth through OMOP-based multimodal data harmonization, while enabling human-in-the-loop data curation and governance needed for high-quality, regulatory-grade secondary use of clinical data.

Attendees will leave with a practical view of how to move from heterogeneous raw data to trustworthy, actionable patient journey intelligence that can power analytics, research, and agentic healthcare workflows.

Vaysel Kocaman
Vaysel Kocaman
CTO at John Snow Labs

Veysel is the Chief Technology Officer at John Snow Labs, improving the Spark NLP for the Healthcare library and delivering hands-on projects in Healthcare and Life Science. Holding a PhD degree in ML, Dr. Kocaman has authored more than 25 papers in peer reviewed journals and conferences in the last few years, focusing on solving real world problems in healthcare with NLP.

He is a seasoned data scientist with a strong background in every aspect of data science including machine learning, artificial intelligence, and big data with over ten years of experience. Veysel has broad consulting experience in Statistics, Data Science, Software Architecture, DevOps, Machine Learning, and AI to several start-ups, boot camps, and companies around the globe.

He also speaks at Data Science & AI events, conferences and workshops, and has delivered more than a hundred talks at international as well as national conferences and meetups.


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