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Rajat Monga on TensorFlow, Startups, and the Future of AI - Episode 09: The Effortless Podcast
Manage episode 456149706 series 3613634
เนื้อหาจัดทำโดย Amit Prakash & Dheeraj Pandey, Dheeraj Pandey, and Amit Prakash เนื้อหาพอดแคสต์ทั้งหมด รวมถึงตอน กราฟิก และคำอธิบายพอดแคสต์ได้รับการอัปโหลดและจัดหาให้โดยตรงจาก Amit Prakash & Dheeraj Pandey, Dheeraj Pandey, and Amit Prakash หรือพันธมิตรแพลตฟอร์มพอดแคสต์ของพวกเขา หากคุณเชื่อว่ามีบุคคลอื่นใช้งานที่มีลิขสิทธิ์ของคุณโดยไม่ได้รับอนุญาต คุณสามารถปฏิบัติตามขั้นตอนที่แสดงไว้ที่นี่ https://th.player.fm/legal
In this special guest episode of the Effortless Podcast, Amit Prakash sits down with Rajat Monga, the creator of TensorFlow and current Corporate Vice President of Engineering at Microsoft. With a career spanning Google Brain, founding Inference, and leading AI inferencing at Microsoft, Rajat offers a unique perspective on the evolution of AI. The conversation dives into TensorFlow’s revolutionary impact, the challenges of building startups, the rise of PyTorch, the future of inferencing, and how transformative tools like GPT-4 and OpenAI’s Gemini are reshaping the AI landscape.
Key Topics and Chapter Markers:
Introduction to Rajat Monga & TensorFlow Legacy [0:00]
The inflection points in AI: TensorFlow's role and challenges [6:00]
PyTorch vs. TensorFlow: A tale of shifting paradigms [16:00]
The startup journey: Building Inference and lessons learned [27:00]
Exploring O1 and advancements in reasoning frameworks [54:00]
AI inference: Cost optimizations and hardware innovations [57:00]
Agents, trust, and validation: AI in decision-making workflows [1:05:00]
Rajat’s personal journey: Tools for resilience and finding balance [1:20:00]
Host:
Amit Prakash: Co-founder and CTO at ThoughtSpot, formerly at Google AdSense and Bing, and a PhD in Computer Engineering. Amit has a strong track record in analytics, machine learning, and large-scale systems.
Follow Amit on:
LinkedIn - https://www.linkedin.com/in/amit-prakash-50719a2/
X (Twitter) - https://x.com/amitp42
Guest:
Rajat Monga: He is a pioneer in the AI industry, best known as the co-creator of TensorFlow. He has held senior roles at Google Brain and Microsoft, shaping the foundational tools that power today’s AI systems. Rajat also co-founded Inference, a startup focused on anomaly detection in data analytics. At Microsoft, he leads AI software engineering, advancing inferencing infrastructure for the next generation of AI applications. He holds a Btech Degree from IIT, Delhi.
Follow Rajat on:
LinkedIn - https://www.linkedin.com/in/rajatmonga/
X (Twitter) - https://twitter.com/rajatmonga
Share Your Thoughts: Have questions or comments? Drop us a mail at EffortlessPodcastHQ@gmail.com
Email: EffortlessPodcastHQ@gmail.com
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