Synthetic Data Creation in an IoT World
Session Abstract:
As the use of IoT devices in industry expands, effectively managing the massive influx of data while ensuring privacy becomes paramount. This panel will delve into the advancements in synthetic data creation using deep learning techniques to accurately simulate IoT data streams. Our discussion will cover both the current applications and the future potential of synthetic data in various settings. Join us to discover how synthetic data not only replicates real IoT outputs but also meets rigorous privacy standards. We will examine the essential role of synthetic data in facilitating predictive maintenance and advancing machine learning training across various industrial IoT settings. Additionally, we’ll discuss its potential applications in healthcare and life sciences, focusing on the practical benefits and scalability of these technologies.
Speakers:
Katy Salamati, PhD, MBA, is a Jenkins MBA graduate focused on Finance, Entrepreneurship & Technology commercialization. PhD in Transportation Engineering. I work with government and commercial transportation, logistics, and supply chain agencies applying advanced analytics & AI to help solve their challenges. My audience is secretaries, directors, CIOs, and CEOs of such agencies, public and private, as well as state elected officials (senators and representatives) and policymakers. I work on transportation and infrastructure technology initiatives including connected and autonomous vehicles, smart cities, freight, seaports and airports, tollways, transit, rail, safety, finance, and revenue.
Gaurav Gupta is the Head of Sales and GTM Strategy at HARMAN responsible for driving business growth in the Industrial sector. Gaurav brings deep industry knowledge to provide innovative and disruptive strategies, helping clients transform their digital landscape. He takes pride in developing and empowering global workforce of dedicated professionals, who have been instrumental in delivering exceptional results and earning recognition for their effectiveness. His passion, vision, and leadership has earned him multiple honors and awards.
Bobby Shkolnikov is an energetic and open leader. He combines the rigor of a process centered approach derived from management consulting with the entrepreneurial vigor to consistently deliver high quality solutions, establish actionable strategy, and deliver strategic initiatives from concept to delivery in the Internet of Things (IoT), Industry 4.0, Digital Supply Networks (DSN), and Digital Transformation spaces. He has helped organizations in the High Tech, Manufacturing, and Med Device sectors with the following: engineer their go to market strategies in IoT, deliver Smart Factory strategy, build business cases for transformative alliances, communicate value and ROI for IoT/DSN investments, deploy IoT solutions in live productions environments, and has run solutions development with cross functional teams.
Dr. Wolff has 30 years of experience in the health and life science industries as a scientist and analyst working in the U.S. and Europe. He is an Advisory Industry Consultant for SAS Institute’s Global IoT Division. His work focuses on the application of machine learning and artificial intelligence approaches to streaming sensor telemetry and unstructured data in support of improving health outcomes, patient safety, and the design of intelligent, decision support systems for clinical research, care delivery and the the development of next generation manufacturing quality analytics for the biopharmaceutical, regenerative medicine, and medical device industries.
Monica Livingston, is the Head of the AI Center of Excellence at Intel, where she is responsible for bringing AI solutions to customers using Intel technology. She has previously held roles in large account management, field applications engineering, hardware design and graphics sales. In addition to her passion for technology, Monica is also committed to increasing access to STEM education and helping others to succeed in their careers. She holds a Masters of Engineering in Electrical Engineering from the University of Florida and an MBA from the University of North Carolina at Chapel Hill.
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