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ABOUT THE SPEAKER:
Burak led the performance and cost optimization of Wisedocs’ document pipeline, as well as developing their Legal Analysis and Insights platform. Prior to that, he managed the engineering team at Skinopathy, where he created a dermatology focused, AI-first EHR system. He has a PhD from the University of Waterloo on Applied Operations Research, where he contributed to the literature on various logistics and warehouse optimization problems.
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ABSTRACT:
Model, Data and Objective Drift have traditionally ML Engineering problems that have had a ceiling where we could automate. This talk is a case study of how Wisedocs automated large portions of model development across a 1500+ document types that face standard MLOps challenges. The talk will have three parts, a focus on domain knowledge, the ROI of agentic ML development and sample harnesses and skills we use to enable these capabilities.
WHAT YOU’LL LEARN:
Agentic ML is an evolving form of automating ML workflows while maintaining strong data validation, efficiency and cost consideration
Business Leaders: C-Level Executives, Project Managers, and Product Owners will get to explore best practices, methodologies, principles, and practices for achieving ROI.
Engineers, Researchers, Data Practitioners: Will get a better understanding of the challenges, solutions, and ideas being offered via breakouts & workshops on Natural Language Processing, Neural Nets, Reinforcement Learning, Generative Adversarial Networks (GANs), Evolution Strategies, AutoML, and more.
Job Seekers: Will have the opportunity to network virtually and meet over 30+ Top Al Companies.
Ignite what is an Ignite Talk?
Ignite is an innovative and fast-paced style used to deliver a concise presentation.
During an Ignite Talk, presenters discuss their research using 20 image-centric slides which automatically advance every 15 seconds.
The result is a fun and engaging five-minute presentation.
You can see all our speakers and full agenda here