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ABOUT THE SPEAKER:
Aryan Dhar is a Senior Machine Learning Engineer at Wisedocs and a Pearson Scholar alumnus of the University of Toronto. At Wisedocs, he led the development of the ML platform powering the Wisedocs Intelligence Engine, alongside work on fine-tuning and deploying specialized models. His broader work focuses on building, evaluating, and benchmarking of non-deterministic LLM systems. He was part of the team that developed MLCR, a benchmark designed to assess the Medical Long Context Reasoning capabilities of frontier models. Previously, Aryan worked at Equinix and Cerebras Systems.
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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