S2 E07: Lina Weichbrodt: AI Post Mortem
Inference | AI business podcast by Silo.AI
by Ville Hulkko
1y ago
In this episode, Lina Weichbrodt discusses AI Post Mortems and shares her favorite stories regarding machine learning damage control. Lina Weichbrodt is an experienced ML engineer. Having built her career at Zalando and Deutsche Kreditbank, she has developed a specialty for debugging and understanding performance risks of large-scale, deployed systems. Catch Lina’s recap on debugging near-invisible edge cases, customer preference inclusion, and her takeaways for ML debugging and monitoring ops. #AIforPeople #InferencePodcast ..read more
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S2 E06: Michael Munn, Google: Advanced Solutions Lab
Inference | AI business podcast by Silo.AI
by Ville Hulkko
1y ago
Meet Michael Munn from Google, discussing the Advanced Solutions Lab. In the latest episode of Inference, Ville Hulkko of Silo AI sits down with engineering specialist of ML design pattern and explainable AI, Michael Munn. Michael walks us through the operations behind Google’s Advanced Solutions Lab. Catch Michael’s insights on the future of organizational ML adoption, and learn about the evolution behind AI education and the democratization of AI in the industrial space ..read more
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S2 E3: Prof. Timo Vuori, Aalto University: AI as a manager
Inference | AI business podcast by Silo.AI
by Ville Hulkko
1y ago
Timo is a professor at Aalto University ’s Department of Industrial Engineering and Management. Timo is also the co-author of Platform Strategy: a recent book discussing business transformations enabled by AI and platform business models. With Timo, we discuss about the implications that AI will have in management, peopleops, talent matching and leadership. Tune in to catch Timo’s insights into the “whats and hows” of an AI-as-a-manager organization, learn about the key challenges of skill classification and learn Timo’s predictions on the future developments of AI in management processes ..read more
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Episode 18: Tero Ojanperä: Platform Strategy
Inference | AI business podcast by Silo.AI
by Ville Hulkko
1y ago
Tero Ojanperä discusses intelligent platforms & platform strategy. Tero Ojanperä is a co-founder and chair of Silo AI, and a professor of practice at Aalto University. This fall, Tero and his co-author, Professor Timo Vuori, released a book called Platform Strategy: Transform Your Business with AI, Platforms, and Human Intelligence. The book describes seven steps to converting a business into a platform. Tune in to catch Tero’s thoughts on upcoming transformation trends caused by platform thinking, understand AI’s role within platforms, and learn from multiple practical case ..read more
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Episode 15: Roadmap to first AI victories - Anna Mossberg
Inference | AI business podcast by Silo.AI
by Ville Hulkko
1y ago
Anna Mossberg – Managing Director, Silo AI Sweden, ex-Google and Telia Choosing the first AI path of an organization can be a daunting task. Which challenge to tackle first? Where to get the skills and tools to do it? How to manage and budget the process? Anna Mossberg walks us through the steps that organizations both lean and large need to take to successfully embark on their AI journey and implement data strategies. Anna is a technology leadership professional, with a solid background in companies like Google and Telia. Throughout her career, Anna has been the driving force behind data stra ..read more
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Episode 14: Experimentation culture of Netflix - Ville Tuulos
Inference | AI business podcast by Silo.AI
by Ville Hulkko
1y ago
Ville Tuulos - Manager, ML Infrastructure at Netflix, author, entrepreneur Machine Learning is defined by a need for rapid experimentation. To achieve an environment of fast, iterative and low-risk experimentation, both hard aspects (tools and platforms) and soft aspects (culture, ways of working) of the ecosystem need to be aligned. Ville Tuulos, the driving force behind Netflix's Metaflow platform, explains how Netflix has managed to tackle both sides of the coin to build a truly experimentation-oriented organization. Ville is among the most renowned of Finnish data scientists. Spinning out ..read more
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Episode 13: Data monitoring & quality - Patrik Tran, CEO of Validio
Inference | AI business podcast by Silo.AI
by Ville Hulkko
1y ago
Data monitoring & quality - Patrik Tran, CEO of Validio “We have good quality data” is a phrase spoken by most organizations. Theory and practice differ, however, as Validio approaches data from a different perspective: all data is flawed by nature, and thus our focus should be on monitoring, understanding and tolerating it. Patrik Tran, PhD, is the co-founder and CEO of Validio, working on a toolkit for data monitoring. With a stellar background in academia and upper management data consultancy, Patrik evangelises a key message: Data is never perfect. Tune in to learn about the famously m ..read more
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Episode 12: Predictive Maintenance with HITL - Patrik Strand, Wärtsilä
Inference | AI business podcast by Silo.AI
by Ville Hulkko
1y ago
Predictive maintenance with a human in the loop - Patrik Strand, General Manager, Product Management – Performance Services at Wärtsilä Predictive maintenance is a concept everyone talks about, but few are actually applying. Wärtsilä, an industry leading martitime & energy sector technology and power source company, executes a data-driven strategy through their "Expert Insight" predictive maintenance product. With a strong focus on matching data insights with the deep knowledge base of their engineers, Wärstilä chose a human-in-the-loop driven approach to direct the learning of Expert Insi ..read more
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Episode 11: Internal AI Center-of-Excellence - Girish Agarwal, Husqvarna
Inference | AI business podcast by Silo.AI
by Ville Hulkko
1y ago
Internal AI Center-of-Excellence - Girish Agarwal, Director AI Lab at Husqvarna Among the most interesting management frameworks of AI development is the emergence on internal AI Centers-of-Excellence. Husqvarna is a Swedish global industry leader of power products and robotics, with a product portfolio ranging from forestry and landscaping consumer equipment to industrial scale solutions. With autonomous operations being a cornerstone of Husqvarna’s strategy, the AI lab was established to enable the creation of such systems. Girish is the director of AI Lab at Husqvarna. Tasked with the goal ..read more
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Episode 10: State of AI in Sweden - Prof. Hedvig Kjellström, KTH & Silo AI
Inference | AI business podcast by Silo.AI
by Ville Hulkko
1y ago
State of AI in Sweden - Hedvig Kjellström, Professor at KTH, Lead AI Scientist at Silo AI Sweden KTH Royal Institute of Technology’s Division of Robotics, Perception and Learning is among the most renowned AI research organisations globally. Hailing from Stockholm, Sweden, we are joined by Professor Hedvig Kjellström to learn more about the state of research and development of AI in Sweden. Hedvig's pioneering research on artificial sensing is known to most on the industry. In 2010 she received the Koenderink Prize for fundamental contributions in Computer Vision for her article on human motio ..read more
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