We're sunsetting PodQuest on 2025-07-28. Thank you for your support!
Export Podcast Subscriptions
cover of episode AI in Your Living Room: Peloton’s Sanjay Nichani

AI in Your Living Room: Peloton’s Sanjay Nichani

2022/3/22
logo of podcast Me, Myself, and AI

Me, Myself, and AI

AI Deep Dive AI Chapters Transcript
People
S
Sam Ransbotham
S
Sanjay Nichani
Topics
Sanjay Nichani: 我领导Peloton的人工智能和计算机视觉团队,致力于将AI技术应用于健身领域,例如Peloton Guide这款产品。它通过计算机视觉技术追踪用户的动作,提供实时反馈和个性化建议,帮助用户更好地完成训练。我们注重用户体验和数据隐私,所有数据处理都在设备本地完成,不会上传到云端。未来,我们将进一步开发个性化课程推荐功能,并探索语音控制等更多AI应用。 Peloton Guide的AI模型训练需要大量数据,我们投入大量时间进行数据收集和标注,并注重数据的多样性。通过迭代式开发,不断改进模型,提升用户体验。我们关注产品的安全性和可靠性,在发布前进行大量测试,确保产品在关键方面达到接近完美的水平。 吸引和留住AI人才的关键在于公司的使命、企业文化和工作影响力。Peloton的使命是帮助人们成为更好的自己,这吸引了众多AI人才加入。我们注重团队合作,并提供对用户产生重大影响的机会,进一步提升人才的归属感。 Sam Ransbotham: Peloton Guide的出现,标志着AI技术在居家健身领域的成功应用。它不仅提供了一种全新的健身方式,也为AI技术在消费领域的应用提供了新的思路。未来,AI技术可能实现根据用户实时需求生成个性化课程,而非预先设定好的课程。 Shervin Khodabandeh: Peloton Guide的成功,离不开对用户体验和数据隐私的重视。在AI技术应用日益广泛的今天,如何平衡技术创新和用户隐私保护,是所有企业都应该认真思考的问题。

Deep Dive

Chapters
Sanjay Nichani discusses how Peloton uses AI and computer vision to develop Peloton Guide, a device that provides at-home fitness coaching through strength-focused workouts, tracking movements and providing real-time feedback.

Shownotes Transcript

Consumers have invited AI into their lives with voice-activated personal assistants like Siri and Alexa, but how do they feel about computer vision technologies that can provide visual coaching and feedback in their homes? Sanjay Nichani, vice president of artificial intelligence and computer vision at Peloton Interactive, describes one compelling use case in the at-home fitness space.

Sanjay joins hosts Sam and Shervin in this episode to discuss how the company best known for its bikes and treadmills relied on AI and computer vision to develop Peloton Guide, a new offering that uses AI to coach at-home participants through strength-focused workouts. He also describes how Peloton approaches developing new technology-infused products with user experience and data privacy in mind, and outlines what he looks for in technical talent. Read the full episode transcript here).

Me, Myself, and AI is a collaborative podcast from MIT Sloan Management Review and Boston Consulting Group and is hosted by Sam Ransbotham and Shervin Khodabandeh. Our engineer is David Lishansky, and the coordinating producers are Allison Ryder and Sophie Rüdinger.

Stay in touch with us by joining our LinkedIn group, AI for Leaders at mitsmr.com/AIforLeaders) or by following *Me, Myself, and AI *on LinkedIn).

Guest bio:

Sanjay Nichani is vice president of artificial intelligence and computer vision at Peloton Interactive. In that role, he leads an AI/computer vision team focused on human pose estimation, activity recognition, and movement-tracking technologies for the fitness domain. He also leads the ongoing development of Peloton Guide, a new camera-based interactive strength-training product.

Previously, Nichani was vice president of the computer vision and machine learning team at Acuant, working on document forensics technologies for detecting fraud. Before that, he was vice president of the Mitek Labs R&D group, where he led the development of a deep learning-based image-processing pipeline for identity verification. He also founded 3D sensor technology company Merakona and cofounded Pelfunc, developer of a photo-sharing app/service. He has advanced degrees in business from Babson College and computer science from the University of South Florida.

We encourage you to rate and review our show. Your comments may be used in Me, Myself, and AI materials.

We want to know how you feel about Me, Myself, and AI. Please take a short, two-question survey).