Selected published work

“Forward Thinking on globalization and the evolving role of corporate leadership in the 21st century with Matthew Slaughter,” McKinsey & Company, December 2021

The economic state of Latinos in America: The American dream deferred, McKinsey & Company, December 2021

“The state of AI in 2021,” McKinsey & Company, December 2021

“Forward Thinking on the enduring power of engineering in a digitizing world with Hayaatun Sillem,” McKinsey & Company, December 2021

“The third wave of biomaterials: When innovation meets demand,” McKinsey & Company, November 2021

“IoT value set to accelerate through 2030: Where and how to capture it,” McKinsey & Company, November 2021

“Forward Thinking on pandemic preparedness, climate risk, and Europe’s recovery with Guntram Wolff,” McKinsey Global Institute, October 2021

“Forward Thinking on economies beyond COVID-19 with Michael Spence,” McKinsey Global Institute, October 2021

“How “Hamilton” stayed alive during the pandemic: An interview with producer Jeffrey Seller,” McKinsey Global Institute, August 2021

“A $300 billion opportunity: Serving the emerging Black American consumer,” McKinsey Quarterly, August 2021

“Forward Thinking on economic recovery and gender equality with Laura Tyson,” McKinsey Global Institute, July 2021

“Forward Thinking on technology and political economy with Daron Acemoglu,” McKinsey Global Institute, July 2021

“Here's how to propel 2 million Black Americans to the middle class,” CNN Business, June 2021

The economic state of Black America: What is and what could be, McKinsey Global Institute, June 2021

“Forward Thinking on artificial intelligence with Microsoft CTO Kevin Scott,” McKinsey Global Institute, June 2021

“Forward Thinking on measuring GDP and productivity with Diane Coyle,” McKinsey & Company, May 2021

“America 2021: The opportunity to advance racial equity,” McKinsey & Company, February 2021

“The promise and peril of the Bio Revolution,” Project Syndicate, January 2021

“Long live the Bio-Revolution,” Project Syndicate, December 2020

“COVID 19 and the Bio Revolution,” Project Syndicate, June 2020

“The Bio Revolution is changing business and society,” STAT, June 2020

“The marriage of biology and silicon is poised to unleash (literal) life-changing innovations,” Fast Company, June 2020

“A bio revolution to heal the natural world,” GreenBiz, May 2020

“The Biological Revolution: Innovations transforming economies, societies, and our lives,” McKinsey Global Institute, May 2020

“How the Bio Revolution could transform the competitive landscape,” McKinsey Quarterly, May 2020

“How high performing companies develop and scale AI,” Harvard Business Review, June 2019

“The future of work in South Africa: Digitisation, productivity and job creation,” McKinsey & Company, September 2019

“The future of women at work: Transitions in the age of automation,” McKinsey Global Institute, June 2019

“How artificial intelligence will transform Nordic businesses,” McKinsey & Company, May 2019

“What separates leaders from laggards in the Internet of Things,” McKinsey & Company, January 2019

“AI for human development,” Project Syndicate, January 2019

“Applying artificial intelligence for social good,” McKinsey Global Institute, November 2018

“What it takes to get an edge in the Internet of Things,” McKinsey Quarterly, September 2018

“Notes from the frontier: Modeling the impact of AI on the world economy,” McKinsey Global Institute, September 2018

“Applying AI: Where—and how—to put artificial intelligence to work,” McKinsey & Company, May 2018

“Notes from the AI frontier: Applications and value of deep learning,” McKinsey Global Institute, April 2018

“What AI can and can’t do (yet) for your business,” McKinsey Quarterly, January 2018

“Digital China: Powering the economy to global competitiveness,” McKinsey Global Institute, December 2017

“Jobs lost, jobs gained: Workforce transitions in a time of automation,” McKinsey Global Institute, November 2017

“Taking the pulse of enterprise IoT,” McKinsey & Company, July 2017

“Advanced social technologies and the future of collaboration,” McKinsey Global Institute, July 2017

“How artificial intelligence can deliver real value to companies,” McKinsey Global Institute, June 2017

“What's now and next in analytics, AI, and automation,” McKinsey Global Institute, May 2017

"25% of CEOs' time is spent on tasks machines could do," Harvard Business Review, February 2017

“How technology is reshaping supply and demand for natural resources,” McKinsey Global Institute, February 2017

“Harnessing automation for a future that works,” McKinsey Global Institute, January 2017

“As automation advances, what’s next for human jobs?,” Science Friday, January 2017

“The age of analytics: Competing in a data-driven world,” McKinsey Global Institute, December 2016

“Technology, jobs, and the future of work,” McKinsey Global Institute, December 2016

“Most industries are nowhere close to realizing the potential of analytics,” Harvard Business Review, December 2016

“The big impact from big data,” Livemint, December 2016

“Where machines could replace humans—and where they can’t (yet),” McKinsey Quarterly, July 2016

“How social tools can reshape the organization,” McKinsey Global Institute, May 2016

“Four fundamentals of workplace automation,” McKinsey Quarterly, November 2015

“An executive's guide to the Internet of Things,” McKinsey Quarterly, August 2015

“Unlocking the potential of the Internet of Things,” McKinsey Global Institute, June 2015

“Protecting student data in a digital world,” McKinsey & Company, April 2015

“How a private-sector transformation could revive Japan,” McKinsey Global Institute, March 2015

“Competition at the digital edge: ‘Hyperscale' businesses,” McKinsey Quarterly, March 2015

“Transforming the business through social tools,” McKinsey & Company, January 2015

“China's digital transformation,” McKinsey Global Institute, July 2014

“How government can promote open data,” McKinsey & Company, April 2014

“Lions go digital: The Internet's transformative potential in Africa,” McKinsey Global Institute, November 2013

“Open data: Unlocking innovation and performance with liquid information,” McKinsey Global Institute, October 2013

“Disruptive technologies: Advances that will transform life, business, and the global economy,” McKinsey Global Institute, May 2013

“Evolution of the networked enterprise: McKinsey Global Survey results,” McKinsey & Company, March 2013

“Capturing business value with social technologies,” McKinsey Quarterly, November 2012

“The social economy: Unlocking value and productivity through social technologies,” McKinsey Global Institute, July 2012

“Big Data: The next frontier for innovation, competition, and productivity,” McKinsey Global Institute, May 2011

“Internet matters: The 'Net's sweeping impact on growth, jobs, and prosperity,” McKinsey Global Institute, May 2011

“Clouds, big data, and smart assets: Ten tech-enabled business trends to watch,” McKinsey Quarterly, August, 2010

“The Internet of Things,” McKinsey Quarterly, March 2010

“Six ways to make Web 2.0 work,” McKinsey Quarterly, February 2009

Interviews

“Programming life: An interview with Jennifer Doudna,” McKinsey Global Institute, June 2020

“Technological and medical innovations that can lead to new growth, Podcast conversation with Kevin Cirilli, Bloomberg Chief Washington Correspondent,” Bloomberg Sound On, May 2020

“The Biological Revolution interview with Hannah Kuchler,” Financial Times Live, May 2020

“AI could reach US$3.5–5.8 trillion in global value annually,” BNN TV, April 2018

“Robot jobs apocalypse predictions are overblown,” Bloomberg Markets, December 2017

“Should Americans fear automation?,” Bloomberg News, March 2017

“Machines replacing workers: documents raise worries about loss of jobs,” CTV News, March 2017

“Robots will take jobs, but not as fast as some fear,” CNBC.com, January 2017

“Partnering with robots,” CBC News, January 2017

“ As automation advances, what’s next for human jobs?,” Science Friday, January 2017

“McKinsey: IoT cyber risks have to be managed,” CNBC, May 2016

“McKinsey’s Chui: 45% of paid activities can be automated,” (Audio) Bloomberg News, February 2016

“The Internet of Things: New insights from the McKinsey Global Institute,” McKinsey & Company, July 2015

“Are we entering the age of robot CEOs?,” Bloomberg West, November 2015

“Automating the c-suite,” CNBC, November 2015

“Disruptive entrepreneurs: An interview with Eric Reis,” McKinsey Global Institute, April 2014

“Not just big data, but open data,” Yahoo Finance, December 2013

Selected Public Appearances

“The future of work and how to adapt,” Asia Society, July 2020

“BIO Digital: How the Bio Revolution is transforming economies societies and our lives,” McKinsey hosted panel discussion at BIO Digital, June 2020

“The Bio Revolution: Innovations transforming economies, societies, and our lives,” McKinsey & Company, May 2020

“Notes from the AI Frontier: Making AI work,” O'Reilly, October 2019

“Can we trust tech,” Aspen Ideas Festival, June 2019

“The seven tech forces facing your startup,” web summit, March 2018

“How AI will transform industry,” Aspen Ideas Festival, June 2017

Education

Indiana University
PhD, computer science and cognitive science
MS, computer science

Stanford University
BS, symbolic systems