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During Kiyan Rajabi’s senior year at UC Santa Barbara, the pre-med student watched an eleven-minute video on YouTube that inspired him to zero in on a new academic and professional path.

The clip was Cornell Tech associate dean and computer science professor Deborah Estrin’s TEDMED talk, which explored how increasingly abundant patient medical data can be leveraged to change health outcomes. Rajabi was captivated by the idea that personal data, collected via smartphones, could act as a “digital social pulse” and help physicians gather potentially vital insights about patients.

“Understanding how critical a role something as menial as my smartphone had in improving my health outcomes for many years to come was inspiring in a lot of ways,” Rajabi said. Furthermore, having seen the healthcare system on a personal level enabled him to connect concepts Estrin discussed in her talk to real world action.

More recently, Rajabi’s grandmother had passed away due to complications following a stroke. His up-close interactions with the healthcare providers during the course of her hospitalization opened his eyes to gaps in the current system.

Today, Rajabi’s story has come full circle: he is pursuing Technion-Cornell Dual Master’s Degrees in Health Tech, a program founded by Estrin, whose TEDMED talk inspired him to set off on a new path in the first place.

When Pre-Med Meets Health Tech

Although Cornell Tech is a hub for computer coders and engineers, the school attracts students from many different backgrounds. In fact, nearly half of the Health Tech program today is made up of students with a pre-medical undergraduate background who didn’t major in Computer Science, but took courses covering material that Estrin and Cornell Tech colleagues refer to as “Pre-Tech”.

What is shared by all students, both CS majors and others, however, is an interest in combining their passion for health with the mathematical, algorithmic and software aspects of digital technologies.

Take Jillian Sue, for example. After graduating from Cornell University in 2014 as a pre-med with a bachelor’s degree in nutrition, Sue was hired as a project coordinator for the Chairman of Pathology at Memorial Sloane Kettering Cancer Center in New York.

“I saw on a high level the positive and direct impact new technologies could have on both physicians and patients,” Sue said. “Once I realized medical school wasn’t something I wanted to pursue, I began looking into different health informatics programs, but Cornell Tech’s Health Tech program stood out among the rest.”

Initially, Sue worried she’d have trouble getting into the program due to her lack of a technical degree. But chats with Estrin and others quickly put her mind at ease, and she began taking computer science classes online to develop her core skills.

“Although most of my peers have a CS background, I have found it extremely beneficial to be pushed past my comfort zone. Learning this new language has been challenging, but its powerful applications, particularly in health, continue to motivate me,” Sue said.

The Health Tech program is interdisciplinary to the core. In addition to the studio curriculum all masters students participate in, Health Tech students are required to take classes at Cornell’s Weill Medical College.

“We get a new perspective,” said Ran Godrich, who graduated as an applied math and neuroscience major at Boston University in 2015 before beginning the Health Tech program. “Coming to this program, the real advantage is that you’re able to dive into all of this applied technology stuff. The undergraduate experience feels more theoretical, whereas at Cornell Tech, everything is applied.”

Making a Difference Now

One of the classes that Godrich praises for giving students immediate, hands-on experience is Product Studio, a course taken by all Cornell Tech masters students.

“We worked in a group to help a real company tackle a real problem in treating osteoarthritis,” said Godrich, recalling building applications that helped physicians get data surrounding their patients’ pain.

Godrich saw the Product Studio as an example of how hands-on Cornell Tech is, allowing students to help make positive changes in the healthcare industry now. Students are excited to continue making changes in the healthcare industry with their in-depth specialization projects — a two semester project in which Jacobs students develop a highly technical product.

Although Godrich’s particular plans aren’t finalized, he is thinking of focusing on using technology to make medical research papers more comprehensible to laymen. Sue says she’s interested in using facial recognition data to monitor certain health measures. Rajabi plans on melding machine learning and data science to better predict outcomes for elderly patients.

Particularly exciting for Rajabi are the possibilities related to scale that the Health Tech program has opened up for him: “I saw my path to medical school could be purposeful, but not as scalable — I wouldn’t be able to create a technology that helped a lot of people,” he explained. “It’s about working on something where you are able to help people all around the world rather than being confined to only help the patients you see on a daily basis.”


Early in the morning on the day after the presidential election, over 100 NYC educators gathered in Google’s New York City office for Cornell Tech’s third annual To Code and Beyond conference. This year’s theme: CS at Play.

The group was sleep-deprived from a late night of watching polling numbers come in, and yet surprisingly energized, ready to share their experiences on how to effectively ignite children’s passion for computer science.

“It’s a little hard to get up in the morning on a morning like this,” said Deputy Mayor for Strategic Policy Initiatives Richard Buery, “but at the end of the day, [this conference] really reinforces why this work is so important.”

Out of 1.1 million public school students in New York City, only five percent are receiving any computer science education. And considering the growing need for a technologically savvy workforce, this is a huge problem.

“How do we spark a love of computers and technology among our young people?” Buery asked. “The economy demands our young people grow these skills. How do you create excitement?”

That’s where Cornell Tech and a handful of partners, including Google, Two Sigma and CSNYC come in.

Despite being a graduate campus, Cornell Tech is committed to K-12 tech education. Teaching and inspiring NYC youth are paramount to the school’s mission — one of the school’s first hires was Diane Levitt to direct its K-12 initiative.

“K-12 education is core to what we’re doing at Cornell Tech,” said Founding Dean and Vice Provost Dan Huttenlocher. “It isn’t outreach or an add on. It’s core to what makes Cornell Tech work.”

Bringing Computer Science to Every Child

Computer science classes have been offered to a small percentage of predominantly affluent and high-achieving high school students for the last 35 years. But last year, NYC Mayor Bill de Blasio announced the city’s effort to even the playing field for all students with the creation of a 10-year, $80 million, public and private partnership called Computer Science for All.

“The City of New York put an ambitious stake in the ground,” said Levitt. “Computer science for every student, regardless of age, gender, race, geography, achievement, ability, or frankly even interest.”

But how? Levitt has found herself venturing into some uncharted territory.

“I like to say that Cornell Tech is looking for computing experiences at the intersection of rigor and joy—what some people call hard fun. The afterschool space is an ideal canvas for this kind of learning,” said Levitt. “But one thing I realized coming to NYC as an outsider was that, partly because of different funding streams, what happens at school for students before 3 p.m., and what happens to those same students in the same building after 3 p.m. often have nothing to do with each other,” she explained, referring to the disconnect between in-school programming, supported by the NYC Department of Education, and after-school programming, supported by the NYC Department of Youth and Community Development.

“So many constraints conspire against collaboration between in-school and after-school programs,” Levitt said. “But there are huge opportunity costs due to this lack of coordination.”

Pairing In-School and After-School Computer Science

At To Code and Beyond, educators from both in-school and after-school programs discussed their strategies teaching a wide swatch of New York City youth. They found that, most often, progress was made when they joined forces.

According to Chris Whipple, the vice president of programs at ExpandEd Schools, training in-school and after-school educators together, so that they can co-plan and co-teach, is a promising strategy.

“We think [co-training] serves a lot of positive ends,” Whipple said. “It certainly gives teachers more play time and builds the capacity of after-school staff by aligning with the school day.”

Both in-school and after-school teachers at ExpandEd Schools have the opportunity to attend a five-day training over the summer through the STEM Educators Academy, in which they learn design-based activities that they can co-lead before and after the bell rings at 3 p.m.

However, many speakers at To Code and Beyond noted some challenges they faced when bringing CS programs to schools that didn’t have them before. Often it was hard to find not only funding, but teachers for computer science classes. Sometimes teachers with no CS experience were asked to teach coding classes to their students.

“Teachers are feeling stressed,” said David Baiz, the principal of Global Tech Prep. “There’s a lot going on in their lives and they are trying to do it all. So having partnerships to expand the learning and make sure learning comes alive in a more realistic way outside the classroom with community partners is just essential with the vision of my school.”

And collaboration between community partners and schools plays a fundamental role in bringing computer science to underrepresented groups.

According to Sunset Spark co-founder Gaelen Haddlett, when his program began offering an after-school robotics club at a school, the initial gender breakdown was 30 percent girls, 70 percent boys. But after Sunset Spark began teaching in-school classes to students — and not just advanced classes — that changed. “When we did re-enrollment, we had 60 percent girls and 40 percent boys,” said Haddlett.

CS can be self-selecting: kids who aren’t exposed to it early are unlikely to be enthusiastic about the subject later on. Encouraging teachers, early programming, and summer programs may be crucial to evening out the technology gender divide.

“We found that if we take action in middle school, high school, and college, [we] could increase women in the workforce from 1.2 million today to 3.9 million by 2025,” said Deborah Singer, VP of marketing and communications for Girls Who Code. “That would grow the share of women in the computer workforce from 24 percent today to 39 percent [in 2025].”

Teaching Through Play

But exposing students to computer science is only the first hurdle. Once they’re in the classroom, keyboard in hand, how do you inspire them to learn?

One tactic that’s working for some educators is putting code into context.

“When you take young people from a wide variety of backgrounds, they have an intrinsic curiosity not about code, but about the world around them,” said Cornell Tech associate professor Tapan Parikh.

Parikh suggests telling students that, through coding, they’ll learn how the things they own — like their phones — work. “We’ve found that drives incredible curiosity and engagement among kids.”

That’s part of the reason play has become such a big component of teaching computer science in the classroom. Creating engaging, meaningful, playful learning experiences is one way to encourage this play, even if these so-called “unplugged” activities seem to have nothing to do with computing.

Google’s Errol King, for instance, often incorporates improvisational games and kinesthetic movement into his lessons.

“We play with them and that allows for us to go into conversations and understand who they are,” said King. “So when they are at the brink of understanding a new concept, we know the best question to ask them to get them to reflect in that moment. So that we can get them to the point where they say, ‘Oh, I get that.'”


Usually when organizations propose challenges in Product Studio, the result is an impressive new product, feature or application.

But last semester, a team of Cornell Tech masters students built a life-saving resource with the help of the NYC Mayor’s Office to Combat Domestic Violence.

The office challenged Anna McGovern, Johnson Cornell Tech MBA ‘17, Jayna Patel, Master of Laws ‘17, Renkai Xiang and Wujing Yao, both Master of Computer Science ‘17, with the following question:

How might we create a mobile application that provides comprehensive and multidisciplinary information, tools and resources for domestic violence victims/survivors while also protecting their safety and privacy?

Their company mentor Hannah Pennington, Director of Policy, Mayor’s Office to Combat Domestic Violence, worked closely with the team over the course of the semester to build a digital resource for victims and survivors of domestic abuse.

“What really strikes me about this team is their willingness to dig in on this issue that actually not all them knew a lot about and their real commitment to becoming more expert in it,” Pennington said.

The resulting product is a safe and easy-to-use web application that provides victims with helpful information and access to Family Justice Centers.

“We learned from our caseworker interviews is that there was kind of a link missing,” McGovern said. “There’s people that have the courage to walk into one of these [Family Justice Centers], but then there are all these other victims out there that don’t understand what the centers can offer them and what resources are available and we needed to find a way to bridge that gap, virtually.”


Last semester during Product Studio, Google challenged a team of Cornell Tech students with a nearly impossible task: how to make customer service surveys less annoying (and more useful).

The exact challenge was:

How might we apply speech, natural language processing or machine learning to create innovative experience to better assist customers who call Google for support?

The team that took on this challenge included: Hong Gan, Masters in Computer Science ‘17, Trishala Neeraj, Technion-Cornell Dual Master’s Degrees in Connective Media ‘18, Elya Pardes Master in Computer Science ‘17, Ruth Sylvia, Johnson Cornell Tech MBA ‘17, and Jia Zheng, Master of Fine Arts, Design and Technology, Parsons School of Design ‘17.

Working with Paul Hahn, Sr. Manager of Customer Support Applications at Google, the team developed a solution using advanced natural language processing and sentiment analysis to detect how happy, or unhappy, a customer is while on the phone with customer service. That means satisfaction with customer service can be measured live, in real time — no more surveys at the end of the call.

“The problem that we posed is a bit ambitious, which is our nature at Google,” Hahn said. “I was curious to see how the students with a fixed amount of time would tackle that and to what extent they might pull back. They didn’t and I was a little surprised…and impressed.”


It was recently announced that Two Sigma Investments would be the first tenant in The Bridge at Cornell Tech. The Wall Street Journal reports:

Two Sigma Investments LP plans to open what it calls its Collision Lab at Cornell University’s technology campus now rising on Roosevelt Island.

The Soho-headquartered firm plans to take 9,200 square feet on the top floor of the Bridge at Cornell Tech, a six-story glass and steel commercial building designed to be a mixing bowl for Cornell Tech’s faculty members and students as well as technology-driven organizations and companies from a broad range of industries.

“Our goal is to gain value from the world’s data, particularly in areas related to economics and finance, and to do that requires immense talent,” said Alfred Spector, Two Sigma’s chief technology officer. “We think a connection between a firm like ourselves and really bright faculty and students at Cornell Tech allows us to recruit that talent and be near ideas.”

Read the full article on The Wall Street Journal. [subscription required]


Runway Startup Postdocs at the Jacobs Technion-Cornell Institute were recently interviewed by Fast Company about the transition from scientist to entrepreneur.

Fast Company reports: 

In the heart of Manhattan, in a set of conference rooms on loan from Google, one radical experiment in postdoc entrepreneurship is now entering its fourth year. Called “Runway” and managed by Cornell Tech’s Jacobs Technion-Cornell Institute, the program bills itself as “part business school, part research institution, part startup incubator.” Since its founding, Runway postdocs have founded 13 companies, from an intelligent baby monitor to an urban planning analytics platform, and collectively raised $15 million in funding.

“Our mission is to help commercialize research,” says Shuli Schwartz, who co-manages Runway while serving as entrepreneur-in-residence at the Jacobs Technion-Cornell Institute. “There is a gap between research results and taking them into the commercial space.”

Read the full article on Fast Company.


Cornell Tech’s campus on Roosevelt Island will have technologically advanced and future-facing facilities, but it will also have something else: a glimpse into US history, and a critical link to the island it calls home.

That’s thanks to a team of conservators who carefully removed three historic murals from Roosevelt Island’s Coler-Goldwater Specialty Hospital and Nursing Facility just before its demolition in 2014, and who will reinstall them within the new Cornell Tech buildings.

The murals were by Ilya Bolotowsky, Albert Swinden and Joseph Rugolo.

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Rugulo mural in conservation studio — after removal but before conservation/in-painting began.

Bolotowsky, the best known of the three, was a protégé of Piet Mondrian and leading early abstract painter known for creating a sense of order and balance in his paintings. What makes the mural he created for the hospital so unique, according to Keri Butler, deputy director at the Public Design Commission of the City of New York, is that it was commissioned by the Works Progress Administration (WPA). The WPA seldom commissioned abstract works of art, Butler said, but Bolotowsky’s work was championed by a fellow abstract artist Burgoyne Diller, who also happened to be project supervisor of the New York City WPA/FAP Mural Division.

Removing these murals was no walk in the park. In their original incarnation, all of the murals by Bolotowsky, Swinden and Rugolo had been installed on walls in three of the building’s 32 circular-shaped rooms. In these circular rooms, patients would congregate, get fresh air, and look out through the windows to the river — the idea being that sunlight and fresh air supported convalescence. A total of eight murals were commissioned for these spaces, though only four were ever completed.

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Removal of the Bolotowsky mural from Goldwater Hospital

But over the years, these rooms were repainted many times. Eventually, layer upon layer of interior house paint obscured the locations of the murals themselves.

Then, with demolition of the hospital slated for late 2014, Cornell and New York City worked together with a team of conservators on a kind of scavenger hunt, scouring the hospital to find these works—Bolotowsky’s, which had been restored in 2000, was easier to find than the other two. Though conservators knew a fourth mural may have existed, after searching each of the 32 rooms the group determined that the mural was not within any of them.

Butler describes the discovery process like something out of a detective novel. “We were in one of these day rooms, and a conservator asked if it was okay to remove the light switch cover. So we got a screwdriver and removed the cover — there was canvas there! It was a revelatory moment.”

Once all of the murals had been painstakingly secured, they were chemically stabilized and, finally, restored off-site at a conservator’s studio, according to Stephanie Lee Wiles, director of the Herbert F. Johnson Museum of Art at Cornell University. Where paint was missing, conservators filled in the blanks.

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Removal of lead and adhesive from backside of mural canvas.

“All of these New York City murals serve as reminders of an unprecedented government-funded initiative that provided essential work and income to artists, and supported the artistic careers of many otherwise overlooked abstract artists,” said Wiles.

The murals, she hopes, will connect students and visitors to the history of the island. She also noted a conceptual overlap between Bolotowsky’s style of abstract painting, which was then avante-garde, and Cornell Tech’s mission in the world today: “In this brand-new building, [Bolotowsky’s murals] represent thinking about new horizons — and new directions that technology will take us.”

Now that these paintings will be accessible to so many, Butler said she hopes they’ll inspire dialogue about not only the past, but also the future of public funding for art in America. “I can’t even imagine another time when the United States government had such an impact on cutting-edge American art,” she said. “I hope that students will look up and wonder what these murals are about, and that the murals provide inspiration and an uplifting experience.”


Hannah Xue doesn’t know how to drive.

So when Xue, an engineer with a background in psychology, began pursuing the Technion-Cornell Dual Master’s Degrees in Connective Media last year, she never expected her master’s specialization project would revolve around cars.

But then she met Zaid Haque.

Classroom Connections

Haque, Connective Media ’17, on the other hand, is a transportation junkie.

“I’ve been in the field of cars and planes for a while,” said the interaction designer. After graduating from Carnegie Mellon’s Qatar campus, he went to work first at Williams F1 Racing, followed by a three-year stint at Qatar Airways. “I’m really into all of the new stuff that’s going on in the car industry,” he said.

That “new stuff” encompasses one of the most disruptive forces in the automotive industry today: autonomous (also known as driverless) cars.

Although Haque and Xue hadn’t worked together in their first semester at Cornell Tech, they knew of each other’s skills and experience. So, when winter break rolled around and they had to select partners to create a specialization project — a necessary component of the Connective Media program at the Jacobs Technion-Cornell Institute — they decided to join forces.

“We both have a background in design and thought we’d make a fantastic team,” said Haque. “Because this is a new realm, it requires more critical thinking in terms of what would happen when autonomous cars become a thing.”

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Hannah and Zaid after test “driving” a Tesla on autopilot for research.

Namely, what will the relationship be like between drivers and autonomous cars? Will humans be able to trust machine decision-making on the road? And to what extent should we trust such a vehicle when the consequences of a single miscalculation or technical malfunction could be tragic?

In approaching these questions, Xue’s unique perspective — in particular, her knowledge of behavioral psychology — proved to be a boon.

“We aren’t looking at traditional cars. We are looking at something new,” she said. “Our project is similar to a psych user experiment, since we need to know how humans think.”

Human-to-Human vs. Human-to-Machine Teamwork

Behavioral psychology, Xue explained, often considers questions of how and why people trust each other. Might her team transfer that human-to-human framework to better understand the relationship between humans and machines?

“There have been a lot of behavioral studies on the act of mimicry, the act of synchrony,” said Haque. “Let’s say you are tapping a table at a certain rhythm — once per second. If another person taps at that same time, you’re more likely to like that person and work together better as a team.”

So they decided to see if an act of synchrony could also impact the trust and teamwork dynamic at play between a person and a driverless car. Xue and Haque did this by outfitting people in Google Cardboard headsets to simulate a ride around the city. Before the car started, participants had to play a Guitar Hero-like game in which a circle appeared on a screen at a set rhythm. When the car and human pressed (or “strummed”) the button in sync for a set period of time, this synchronous pulse would start the car.

“It’s almost giving the car a life, making it a creature,” Xue said. “There are research papers on that discuss [how] people trust technology more if it’s similar to [them].”

Calibrating Trust

During the experiment, Xue and Haque put the simulated car into situations where there was risk of an accident because they wanted to measure how quickly humans reacted — by turning the wheel, for instance, or pressing the brakes.

“We didn’t want to manipulate a driver’s trust in the car, but to calibrate it,” Haque said.

At first, they hypothesized that increasing the level of trust between person and machine — e.g., by having them participate in the Guitar Hero-like game — was a good thing. They wanted people to be comfortable in a future where vehicles will drive humans around, not vice versa. But then, midway through their experiment, a fatal, highly publicized accident involving an autonomous car took place in Florida, obligating Haque and Xue to rethink their initial hypothesis.

“The problem [in the fatal accident] was that the driver trusted the car too much,” said Haque. “The driver thought the car could get itself out of any situation. We realized: maybe we should not get the person to trust the car more, but to trust the car the right amount.”

Xue and Haque decided that instead of only having passengers engage in synchrony to start the car, passengers should be required to do so at multiple points during the ride. Keeping passengers engaged would hopefully increase their reaction time in the event of a dangerous situation.

“We’re at the forefront of this technology,” said Haque. “Every week something new happens in the autonomous driving area.”

As driverless cars continue to make national headlines, Haque and Xue finalized their project last semester by creating a product based on their findings: a device that can calibrate a driver’s trust in the vehicle. They are now considering taking their project one step further, by refining and expanding their product scope to participate in Cornell Tech’s Startup Studio this spring.


Cornell Tech startup Trigger Finance allows users to buy and sell stocks based on events. The company recently added a tool called the “Trump Trigger” that alerts users when Trump tweets about your investments, Tech Crunch reports. 

Very few people can move financial markets with their tweets, but like it or not, President-elect Donald Trump is one of them. And while you can’t do anything to prevent the madness, you can keep up with it using a new tool from Trigger Finance.

Originally a class project at Cornell Tech, Trigger makes it easy for users to set up real-time alerts when news drops about their stocks. Typically this includes notifications about upcoming earnings report announcements and news of price changes, but the startup is adding a “Trump Trigger” to ensure you’re looped in when Trump talks about your investments on his favorite social network.

If you’re looking for an example of Trump’s ability to influence public markets with 140 characters, look no further than yesterday’s Toyota hullabaloo. Trump threatened a nondescript tax on the company if it moved some of its production to Mexico.

Read the full article on Tech Crunch.


Cornell Tech startup Uru uses computer vision to locate open spaces in video and serve advertisements, Tech Crunch reports.

New York City-based startup Uru is working on a new way for video publishers to make money. Imagine watching a normal-looking online video — except that on some of the surfaces (say, on the cabinet behind the stars of a cooking video), you’ll see logos or other art promoting a sponsor.

Okay, that might actually sound a bit annoying, but Uru co-founder and CEO Bill Marino argued that it’s a better fit with videos — not to mention emerging media like augmented and virtual reality — than most traditional forms of advertising.

“We are headed towards these more immersive mediums,” Marino said. “AR and VR are coming pretty swiftly, so we need to rethink how brands are presented inside these mediums. It has to be a lot more seamless and harmonious with the content.”

Read the full article on Tech Crunch.