The Cover of Midjourney Magazine


I was humbled to learn that my art was published on the cover of Midjourney Magazine, Issue 12, published in January 2024.

The most recent statistics were released a year ago, but extrapolating from that, somewhere between 50 to 250 million images are generated with Midjourney every month. The community rates these, and the editors go through the highest rated 10,000 images to select and publish a few hundred in that month’s issue. It’s a profound honor to be on the cover.

AI art is of course a complex and controversial subject. AI technology is rapidly changing our lives at a scale and speed rivaling that of the transformation caused by the Internet. Naturally, we are forced to process and deal with new ethical and societal issues. There are merits in arguments both for and against it in my opinion. I had never commissioned art before using Midjourney, yet I purchased 4 commissions in the last year; partially to support artists against the onslaught of AI, but also partially because playing with AI can help you figure out what kind of art you want and motivate you to seek an artist to render this vision.

I personally believe that AI’s ultimate impact in creative fields will be much bigger as a collaborator rather than a sole creator. Development of these creative tools augment humans’ capabilities rather than replace them, and will ultimately have a positive impact on culture. The road, however, is and will continue to be quite bumpy.

IDEO’s AI Machines Explore a Future We May or May not Want


AI and its impact on our society’s future can be both exciting and worrisome. For the HyperHuman exhibit, our designers have created five AI machines. These serve more as provocations and examinations of how AI may affect the most “human” parts of our lives, rather than as prototypes of actual products which will go to market. They also provide insights into how we approach AI from a human-centered lens, and our belief that data science is a creative endeavor, a medium for design.

Sean Captain at Fast Company reports on the Empathy Writer, the Belief Checkout, the Purpose Compass, the Expertise TV, and the Creativity Mixer. Read it on Fast Company

Amelia Heathman also writes about it at The Standard. Read The Standard’s take

This is what IDEO has to say about it

This project was the runner up for the Interaction Award at the Core 77 Design Awards 2019.

Exclusive: Ideo’s Plan to Stage an AI Revolution


IDEO, the topmost leading global design firm, has acquired Datascope, our data science and design firm. IDEO is of course famous for building the first mouse for Apple, reinventing the shopping cart within 5 days, and most of all, evangelizing and popularizing the concept of design thinking across the globe. I am extremely proud and excited, to say the least.

We will be introducing data science as a new design discipline, and incorporating it into IDEO’s multidisciplinary approach to design projects. In this Fast Company exclusive, Diana Budds interviews IDEO’s CEO Tim Brown about the acquisition and our plans for the future.
Read it on Fast Company

Crain’s’ John Pletz has also covered the news by interviewing Datascope’s co-founder, fellow partner and close friend Dean Malmgren.
Read it on Crain’s

Jennifer Bender also provided an enthusiastic article about the acquisition.
Read it on J Bender Consulting

Metis Data Science Bootcamp Reviews & Articles


Starting in 2014, Datascope collaborated with Kaplan to create a 12 week, in-person data science bootcamp. I worked with Laurie Skelly to design the Metis Data Science Bootcamp. I also taught the first two cohorts directly while looking to hire new instructors and leaders before we handed the keys to Kaplan.

Right from our very first cohort, we were able to immediately place our alumni in high profile companies, and Metis grew very rapidly to multiple cities. We also ended up hiring two of our amazing Datascope colleagues, Michael Moliterno and Jess Freaner, right after they graduated from Metis.

Course Report, the leading bootcamp evaluation website has awarded Metis Best Data Science Bootcamp for four years in a row.
They also report an average 4.89 out of 5 rating based on 137 student reviews.
Check out Course Report’s evaluation of Metis

Exponent has listed Metis among the unranked 5 Best Data Science Bootcamps. Read it on Exponent

Bootcamp Rankings gives Metis a 9.5 out of 10 (“Superb”). Read it on Bootcamp Rankings

CIO lists Metis among the unranked 15 best data science bootcamps. Read it on CIO

Switchup has awarded Metis 2021 Best Bootcamp. Read it on Switchup

Career Karma aggregates student reviews of bootcamps, and reports 4.8 out of 5 average rating among 26 reviews. They rate the overall experience as 96%, and the job placement record also as 4.8 out of 5 based on the placement of 753 alumni. Read it on Career Karma

Pathrise mentions Metis’ “superb job placement record” and highlights a few flattering student reviews, such as “rigorous and well-structured curriculum, you will be comfortable breathing data science and be employable upon your graduation”, “best way to break into the industry”, and “graduates go to some well known places”. Read it on Pathrise

Meredith Deliso’s article in AM New York praises Metis. Read it on AM New York

Metis released a brief interview with me to inform people interested in data science. Watch it here

Course Report also led a webinar with me and Laurie Skelly to help people better understand data science and choose the right bootcamp.
Watch the recorded Webinar here


Update: Despite the success, acclaim, and the rapid expansion of Metis, the COVID-19 pandemic was not kind to in-person bootcamps, and Metis had to eventually shut down like many of its competitors.

Teamwork, Collaboration & Jazz


One of my favorite clients at Datascope, Jim Cohen, has written a very warm and kind article about me and my colleagues Vlad Seghete and Brian Lange. Jim is an extremely talented and experienced designer, innovation strategist, and leadership instructor. We work together on the Here Life project. In the article, he likens our collaboration to jazz, which has left me completely humbled and speechless. It’s not only a privilege to make music with Jim and Tom Stat, but a lot of playful fun as well.

Read it on LinkedIn

Irmak Sirer awarded Ph.D.


“Being fashionably late, Irmak Sirer, widely known as the sharpest dresser in the Amaral lab, successfully defended his doctoral thesis.” Hmmm. I wonder who wrote this?

P.S.: It was me. I’m the friendly neighborhood megalomaniac. Amaral Lab indulges me out of pity.

Read it on the Amaral Lab website

The New Digital Divide


netusagebycategory.jpg

15 years ago, there was a big racial divide in internet access. Since then, use of the web increased dramatically, and this gap has diminished. However, as Sharad Goel, Jake Hofman and I show in our paper, substantial inequalities still persist across demographic groups. When I was working at Yahoo! with Duncan Watts, we started investigating Nielsen data on the year-long browsing history of quarter million individuals, predicting user demographics from their history and categorizing differences in online experience. This Messy Matters article discusses some of our findings.

Read it on Messy Matters

Universal patterns in species' roles in food webs


In a complex network study that I published in Science with Daniel Stouffer, Marta Sales-Pardo and Jordi Bascompte, we showed a first step towards uniting global conservation efforts. We can identify a species that is crucial to the diversity of a specific food web (ecosystem). This can tell us a lot about ecosystems all around the world. If a species is important in one system, others genetically similar to it in different systems tend to be important as well. Here are a couple of articles that appeared in press about it.

Read about it on Phys.org (which includes an interview with me)

Read about it on Science Daily

Read about it on Geographical Magazine

Read about it on Northwestern Now

Read the dispatch on McCormick’s website

Irmak Sirer Awarded Teaching Assistant of the Year


I am truly grateful to all the Northwestern University students that nominated and voted for me, as well as the faculty who gave their feedback, which resulted in the George Thodos Teaching Assistant of the Year award. This follows the incredible honor of being the highest rated teaching assistant for four semesters in a row at Sabancı University, my entire run as an assistant there. Teaching is my biggest passion, and being recognized for it gives me butterflies in my stomach. My heart is beating like a race horse’s.

Read the Amaral Lab dispatch on it