The Sched app allows you to build your schedule but is not a substitute for your event registration. You must be registered for Open Source Summit North America 2024 to participate in the sessions. If you have not registered but would like to join us, please go to the event registration page to purchase a registration.
This schedule is automatically displayed in Pacific Daylight Time (UTC/GMT -8). To see the schedule in your preferred timezone, please select from the drop-down menu to the right, above "Filter by Date."
IMPORTANT NOTE: Timing of sessions and room locations are subject to change.
In culturing biological cells, process for staining cells requires toxic reagents which kill cells in this process. Open-Source software-AI Connect for Scientific Data(AiCSD) leverages innovative virtual staining AI-models and streamlines complex manual work by securely connecting scientific devices like imaging microscope to on-premise AI pipelines for image analysis and virtual staining. AiCSD leverages containerized microservices based architecture, Open-Source EdgeX Foundries microservices that automatically detect, manage, and process images securely received from OEM equipment, Open-Source tool BentoML to build, configure and deploy these pipelines and Open-Source Intel® Distribution of OpenVINO™ toolkit to optimize and run models on intel architecture. Presentation will illustrate how this revolutionary solution-AiCSD was architected to build a sustainable cell-staining solution for biopharma industry. We will also cover how this flexible solution can be extended to other use cases including retail, industrial and agriculture. Presentation will include several unique distributed edge solution challenges and learnings in deployment, security, project execution etc.
Neethu Elizabeth Simon, IOT/ML Senior Software Engineer, in Network & Edge Group at Intel Corporation, with vast industrial experience in building smart end-to-end computer vision-based AI/ML solutions in retail and biopharma/healthcare. She holds Master’s in Computer Science from... Read More →
Elizabeth Lee is a software engineer in the Network and Edge Group at Intel Corporation. She develops smart services for end-to-end solutions for retail and biopharmaceutical purposes. She is passionate about effective test coverage, automating integration testing, and concise documentation... Read More →
