Ikhlaq Sidhu

Stick figure climbing stairs

5 Stages of Innovation

By Ikhlaq Sidhu / February 27, 2020 / Comments Off on 5 Stages of Innovation

There are many famous frameworks ranging from McKinsey’s Three Horizons Model to the various types of innovation (e.g. disruptive, radical, incremental, etc.) and many more. Conceptually, they are all great. However, from a real life perspective, they tend to be more descriptive and less prescriptive. This means it’s helpful if all you want to do…

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Picture of Professor Sidhu educating students about 5G.

11 Thoughts on the State of 5G Networks

By Ikhlaq Sidhu / February 19, 2020 / Comments Off on 11 Thoughts on the State of 5G Networks

This week in Innovation Engineering, students continued the process of combining concepts from mobile executives, technical leaders, and students. Mostafa Essa, a Vodafone engineer, was this week’s guest speaker. He discussed the intersection of Radio Access Networks, AI, and Data Analytics. After just one month, here are a few notable things the class has discovered:…

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The Impact of 5G on Existing Internet Systems

By Ikhlaq Sidhu / February 13, 2020 / Comments Off on The Impact of 5G on Existing Internet Systems

This week in Innovation Engineering, Lyle Bertz, who leads R&D at Sprint came to speak to the class about 5G and IoT. The session helped students understand the network and how it affects IoT.  Here are a few key outtakes from his presentation:   1. IoT will change network behavior. Currently, most networks are configured for…

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12 Principles of Innovation Engineering

By Ikhlaq Sidhu / February 6, 2020 / Comments Off on 12 Principles of Innovation Engineering

Innovation Engineering is a new framework developed by the Sutardja Center to apply technology and create transformation by aligning human talent in an efficient, effective, and positive manner.  This framework offers practical guidance for how – large firms, research labs, new ventures, and even student projects can execute their innovation projects and make their ideas…

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Kick-off: Innovating 5G/AI Course in collaboration with GSMA

By Ikhlaq Sidhu / January 31, 2020 / Comments Off on Kick-off: Innovating 5G/AI Course in collaboration with GSMA

On January 24th, SCET kicked-off the first class of the Innovation Engineering 5G/AI course. In this advanced project course, students will be developing new data and AI related services that will be interesting for mobile communication companies and consumers. The class will collaborate with Global System for Mobile Communications (GSMA), who hosts the Mobile World…

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Innovation Engineering – the Book (Beta Version)

By Ikhlaq Sidhu / September 16, 2019 / Comments Off on Innovation Engineering – the Book (Beta Version)

It was never a goal of mine to write this book. However, a meeting at our Dean’s office convinced me that it needed to be done. We put this text together to guide and support our classroom projects, new venture acceleration, research lab partnerships, and collaborations with companies, (e.g. building AI/Data applications for the auto…

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Project and Venture Execution with Innovation Engineering

By Ikhlaq Sidhu / May 31, 2019 / Comments Off on Project and Venture Execution with Innovation Engineering

By Ikhlaq Sidhu | May 31, 2019 Why Execution Matters So Much – And Why It Still Gets Ignored In our courses, boot-camps, and related Berkeley Method programs, we often explain that there are 4 parts to any successful technology project or venture. These are: Story Team Validation Execution And, in a classroom environment, Story and Team get…

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Innovation Engineering: Principles and Methodology

By Ikhlaq Sidhu / May 22, 2019 / Comments Off on Innovation Engineering: Principles and Methodology

By Ikhlaq Sidhu | May 22, 2019 Let’s start with the problem.  The fact is that most innovation projects fail.  In fact, even when they go forward, they often result in ineffective, overly complex, and/or overly expensive solutions. Sometimes, these projects never get internal funding approvals. Other times, they start but completely miss the mark in terms of…

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AI and Tax Season – Why AI and Data Does Not Solve Every Problem & Why Systems and Good Architecture Matter More

By Ikhlaq Sidhu / April 22, 2019 / Comments Off on AI and Tax Season – Why AI and Data Does Not Solve Every Problem & Why Systems and Good Architecture Matter More

By Ikhlaq Sidhu | April 22, 2019 A few weeks back, I had the opportunity to visit a tax department for one of the world’s leading global economies. My colleague Alexander Fred-Ojala and I were there to discuss how artificial intelligence and data technologies might fit into their strategic plans. It was a great discussion, and a…

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A Human and AI hybrid approach for complex AI-based Conversational Commerce

By Ikhlaq Sidhu / April 4, 2019 / Comments Off on A Human and AI hybrid approach for complex AI-based Conversational Commerce

By Ikhlaq Sidhu | April 4, 2019 Recently, I had the opportunity to visit Manila to tour a new AI and Data firm called AI-Pros.  As you may know, the Philippines has a $27B Business Process Outsourcing industry which includes 900K call center agents. Over the past two decades it has become a major growth driver for…

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