Satish Ramachandran is the global head of design at Nutanix, where he is dedicated to applying design to reimagine enterprise computing. In this role he ensures the products being built serve the users’ intent, with very minimal, simple, and delightful interactions. Additionally, he focuses on scaling the design organization across geos and implementing processes to keep pace with rapid growth. Prior to Nutanix, Satish held a variety of management and technical leadership roles over the past...

Fast growing startups can launch your career. But breaking into one can sometimes feel like learning a new language. Join Dhawal Mujumdar, MIMS alum 2011 and founder of AdsNative, as he shares insider tips and first-hand experience on making your career in the startup world. Learn how to find interesting startups and evaluate their worth, what roles are most sought after from founders at various stages of the company, how to determine what you bring to the table, and finally - how to connect...

Tech entrepreneurs and policy wonks share a common desire to understand and shape the world, but often have different views, tools, and models for impact. Hear an inside perspective from two former members of President Obama’s White House team about how tech policy and presidential priorities intersect, and how technology will increasingly drive the decision-making process and implementation in the years to come. . . . . . . . . . . . Nicole Wong Former U.S. Deputy Chief...

Twenty years after the World Wide Web was created, can we now make it better? How can we ensure that our most important values — privacy, free speech, and open access to knowledge — are enshrined in the code itself? In a provocative call to action, entrepreneur and Open Internet advocate Brewster Kahle challenges us to build a better, decentralized Web based on new distributed technologies. He lays out a path to creating a new Web that is reliable, private, but still fun — in order to lock...

Will Facebook play a decisive role in the 2016 presidential primaries? Should Twitter be blamed for the rise of the Islamic State? Has the Chinese government successfully marginalized political dissent by controlling the companies that run China’s Internet? The fast-evolving power relationships — and clashes — among governments, corporations, and other non-state actors across digital networks pose fundamental challenges to how we think about governance, accountability, security, and human...

Use of new data technologies now pervades our institutions, both private and government. But this data-driven revolution is far from complete. We can still influence where it takes us. I will discuss some of the current challenges we face, both technical and social, and how we might address them. Doug Cutting (@cutting) is the founder of numerous successful open-source projects, including Lucene, Nutch, Avro, and Hadoop. Doug joined Cloudera in 2009 from Yahoo!, where he was a key member of...

Privacy is a critical challenge for mobile application development. Mobile applications are easy to build and distribute, and can collect diverse personal data. US policy approaches to data protection in the mobile ecosystem rely on privacy by design: approaches that encourage developers to proactively implement best-practice privacy features to protect sensitive data. But we don’t know what factors motivate developers to implement privacy features when faced with disincentives such as longer...

Dale Dougherty is the founder and executive chairman of Maker Media, Inc. which launched Make: magazine in 2005, and Maker Faire, which held its first event in the San Francisco Bay Area in 2006. Dale’s vision and mission continue to be the guiding force for the family of brands. “The maker movement is contributing to a thriving market ecosystem, serving the needs of makers as they seek out product support, startup advice, and funding avenues. Make: plays an important role as a collaborator...

Once upon a time, interacting anonymously online meant talking to strangers who could be anywhere in the world and knew very little about you, and about whom you knew very little. Thanks to GPS, ubiquitous mobile devices and an array of recent apps, however, we can now very easily connect anonymously with friends and strangers who are physically nearby. And as anybody who has read reports of (or experienced) cyberbullying or used apps like Grindr/Tinder/Scruff to meet, um, friends can tell...

The extent to which we are subject to surveillance — the collection of information about us, by government, commercial, or individual agents — is in large part an economic question. Surveillance takes effort and resources — spend more and we can do better surveillance. Protecting against surveillance also takes effort and resources. Given the state of technology, the amount of effort and money each side expends determines what is surveilled and what is kept private. As technology changes,...

Bob Bell & Stuart Geiger (Ph.D. 2015) look back on their years of doctoral study and what they've learned.

Sharon X. Lin (MIDS 2015) reflects on being the very first class of the School's data science master's program.

Robyn Perry (MIMS 2015) gives her classmates “one last good ideological brainwashing” and challenges them to “combine idealism with entrepreneurialism and find practical ways to make the world a better place — instead of just devising new ways to make people click on ads.”

Carl Bass, CEO of Autodesk, reflects on the power of information and challenges the I School's 2015 graduates to use that power for good.

In this talk, Hugh Williams shares over ten years of experience in using customer data to improve product experiences and drive business results. He shares stories of both quantitatively and qualitatively understanding customers, and how the large Internet giants experiment, measure, and improve their experiences. He talks about flaws and stories of failed experimentation, and the pitfalls of large scale measurement. He also discusses his career as an executive at Microsoft, eBay, and...

“Your data will only be used in aggregated form.” What does this statement mean, and why is it so often included in privacy policies? Drawing from examples in the popular press and the technical literature, the talk will scrutinize the common intuition that privacy is ensured by aggregation and show that information — and hence privacy loss — flows in mysterious ways. Arguing that the situation demands a mathematically rigorous treatment of privacy, the talk will introduce “differential...

You can buy the best hardware in the world, and hire the best mathematicians. You can write brilliant machine learning algorithms. However: if you do not have a way to produce information that is relevant to your organization and successfully communicate it to them, your entire data science department is the functional equivalent of a paperweight that costs more than raw plutonium. So let’s take a minute to talk about organizational structure, information flows, hiring, training, and data’s...

Protecting privacy and civil liberties cannot and should not be left to the lawyers. Given the rapid pace of technological innovation and the glacially slow development of corresponding legal doctrine, it falls to engineers and technologists to consider privacy and civil liberties issues as they design, build, and sell their ideas. In the course of this audience discussion, we will explore a hypothetical situation involving both business and design choices and consider the challenges in...

Making decisions based on correlation can be risky. At Airbnb, a two-sided marketplace with both an online and offline travel experience, engineers have found that experiments provide powerful insights to act upon, by making it possible to distinguish correlation from causation. However, it’s important to be especially thoughtful about the design and implementation of experiments, given the complexity of the Airbnb system. Elena Grewal, data scientist at Airbnb, will discuss how the Airbnb...

The movement known as “open data” started with a handful of governments releasing their data to the public. On one hand, open data has spurred innovative uses of government data, particularly with transit data and apps. But to expand the use and value of open data, we must go beyond mobile apps to leveraging open data as a means to inform public dialogue and decision-making in cities. Learn how San Francisco is migrating from simply pushing data out the door to enabling use of our (that is,...

The data science toolkit encompasses powerful approaches for detecting and clarifying patterns in social or behavioral data. But when it comes to the interpretation of those patterns, it sometimes falls short — the data may convey “what” and “how much” with great precision, but it is often silent on “why” and “how.” Complementary research methods can fill in these gaps and paint a fuller picture of the phenomena at hand. At Facebook, we combine data science with qualitative and...

A rise in chronic conditions has put a strain on our healthcare system. Treatment for chronic conditions spans time, agencies, and providers. Information systems such as electronic health records should be helping with the challenge of coordination, but too often they do not. My research aims to alleviate this problem by designing health information systems that fit social practices and workflow. In this talk I will describe my research agenda around collaborative reflection – an informal,...

In his doctoral dissertation, Kai Huotari studied how TV live-tweeting influenced the TV viewing experience. He interviewed 45 live-tweeters and analyzed more than 4,000 TV live-tweets sent in the U.S. in 2011–12. The study identified four distinct groups of users live-tweeting about TV programs (fanatic TV live-tweeters, systematic TV live-tweeters, sporadic TV live-tweeters, and active Twitter users), four main categories of TV live-tweets (courtesy tweets, outlet tweets, selection tweets,...

Jake Peterson discusses the Facebook analytics team and how they perform large scale data analysis, identify actionable insights, suggest recommendations, and influence the direction of the business. The Facebook analytics team serves as the voice of data that drives success throughout the company, including product development, user engagement, growth, revenue, and operations. Learn about their typical day-to-day responsibilities, challenges, and how best to succeed as a data scientist in...