Marianne Halloran

F. Hoffmann-La Roche built a platform powered by Snowflake supporting pharma and diagnostics operations. This panel explores governance and Cortex AI in a data mesh architecture. At Pharma Technical Operations, near real-time PI/MQTT pipelines offer the strategic opportunity to standardize manufacturing sensor data across sites, reducing costs while enabling advanced analytics, root cause analysis and yield optimization. GenMark unifies out-of-spec detection into a complete lifecycle with ensemble models and AI agents, automating inspection to drastically reduce R&D cycle times. Discover how cross-domain collaboration and a reuse mindset embody Roche's purpose: Doing now what patients need next.

Computers are increasingly able to "see" the world. This session will demonstrate multiple Snowflake-native visual AI solutions from industry leader LandingAI. Topics include object detection, object tracking, visual question answering, advanced document extraction and more. Marianne Halloran, data science manager at GenMark, will share a 2024 project to develop and implement an automated system to improve the detection of defects in a microdispensing process using a visual AI platform.