Shows
The Engineering Leadership PodcastWorking backward from winning & preparing for future tech innovation w/ Evan Welbourne #181We discuss how to navigate the delicate balance between meeting current customer needs while also preparing for future tech trends & opportunities with Evan Welbourne, Head of AI and Data @ Samsara. Evan dissects the rapidly transforming pace of developing AI/ML products, sharing strategies for merging conversations around differing product-building processes, tips for moving seamlessly / gaining approval between product development stages, defining what customer success looks like, methods for working backward from problems, and best practices for avoiding friction throughout the product development process. He also shares frameworks for envisioning & working toward future tech possibilities while simultaneously developing hypotheses that...2024-05-2843 min
AI For All PodcastAI in Physical Operations | Samsara's Evan Welbourne | Artificial Intelligence PodcastIn this episode of the AI For All Podcast, Evan Welbourne, Head of AI and Data at Samsara, joins Ryan Chacon and Neil Sahota to discuss how physical operations in various industries can greatly benefit from AI transformation. Evan highlights highlights unique industrial challenges that AI can solve, such as dealing with large amounts of field data, time-consuming workflows, and risky work environments. He also talks about the concept of connected operations and how enterprises can improve safety, efficiency, and sustainability by digitizing their operations.
Evan Welbourne leads the AI and Data organizations at Samsara, which includes machine learning...2024-01-1128 min
Changelog Master FeedGenerating "hunches" using smart home data 🏠 (Practical AI #132)Smart home data is complicated. There are all kinds of devices, and they are in many different combinations, geographies, configurations, etc. This complicated data situation is further exacerbated during a pandemic when time series data seems to be filled with anomalies. Evan Welbourne joins us to discuss how Amazon is synthesizing this disparate data into functionality for the next generation of smart homes. He discusses the challenges of working with smart home technology, and he describes how they developed their latest feature called “hunches.”2021-05-0442 min
Practical AIGenerating "hunches" using smart home data 🏠Smart home data is complicated. There are all kinds of devices, and they are in many different combinations, geographies, configurations, etc. This complicated data situation is further exacerbated during a pandemic when time series data seems to be filled with anomalies. Evan Welbourne joins us to discuss how Amazon is synthesizing this disparate data into functionality for the next generation of smart homes. He discusses the challenges of working with smart home technology, and he describes how they developed their latest feature called “hunches.”Join the discussionChangelog++ members get a bonus 1 minute at the end...2021-05-0442 min