Bianco, a data analyst at Dstillery, took a deep dive into public data from New York City’s bikeshare program. By compiling, scrubbing, and analyzing the data using Python code, she was able to pinpoint the most popular routes for cycling commuters.

Kwon, senior product designer at Viacom, examined data from Pantheon’s historical popularity index. After identifying the top 10 figures, she created segments to identify relationships and trends in gender, location, industry, and more.

Forray, product analyst at Reonomy, sought to better understand the World Happiness Report and the factors that affected scores. Reconciling data types, she merged this set with details from the UN to paint a more nuanced picture of global rankings.

Braibant, design team lead at Ingram Micro, let user interviews inform Wanderlist, a travel-planning website and app. The case study includes user flows, information, architecture, and research-backed wireframes and prototypes.

Panetta, a product designer, conducted user interviews, competitive research, and affinity mapping to create Connect. The app allows locals, tourists, and solo travelers to plan shared experiences based on common interests.

Judal, a UX designer and art director, played off of a personal interest in men’s fashion with this interactive app. Compiling personas, IA, and hi-fi prototypes, his goal was to help users increase their style IQ — and their confidence.

Alegre, creatives and marketing manager at KompacPlus, compiled a plan to increase brand awareness in Malaysia by boosting email subscriptions. Tactics include paid search and social media marketing, a dedicated landing page, and iterative A/B testing.

Ly, account executive at Havas Health & You, helped a Boston-based artist solicit commissions and consultations by building regional brand awareness. His recommendations include tactics for content, organic search, and social media marketing.

Mekonnen, a growth marketing manager at ARC Document Solutions, focused on optimizing Pinx Catering’s web presence. Her plan includes social media tactics across Facebook, LinkedIn, and Instagram marketing as well as paid search and SEO.

Petrowski, a senior analyst at Precision Xtract, focused on the Bluebikes bikeshare program, comparing use by gender across points like trip duration and rides by station and identifying a low subscriber rate among women.

Murias explores what would happen if “consumers could invest in fantasy sports teams and trade them like stocks” with Fanvest. He lays out a business model, personas, an acquisition strategy, and success metrics for "the stock market of sports.”

Solari, senior project manager at Cantina, tackled the problem of choice overload among adult readers with Litspiration, a recommendation app. She used competitive analysis, risk assessment, and feature roadmapping to highlight its product/market fit.

Specter, senior UX/UI designer at Monster Energy, helps customers “find their flavor in a fun way” with an eCommerce solution for the Carbon Nation beverage company. Specter laid out target personas, company objectives and key results (OKRs), and success.

This natural language processing and classification modeling project analyzes social media posts, determining where people need assistance during and after natural disasters.

This group project, which quantifies the economic impact of natural disasters on the labor market, is powered by ARIMA and SARIMAX modeling and logistic regression.

This final project uses text mining and dynamic topic modeling to analyze text from biomedical and life science and gain insights on research topic trends.

Jeffries, an experience designer at Vivid Seats, used HTML, CSS, and JavaScript to let users build their own custom-made confections.

Connect with fellow vinyl-lovers and discover new music with this marketplace, powered by HTML, CSS, and JavaScript.

User-focused knowledge distribution to encourage flexible work arrangements, powered by employer and employee interviews and usability testing.

A low-cost, low-resource consumer packaging upgrade to an offline user experience, achieved via research and wireframing.

A redesigned role creation flow to break down barriers between hiring managers and students, compiled via surveys, journey mapping, and A/B testing.

Make dinner decisions in an app programmed with MongoDB, Express, React, and Node.

Keep tabs on your reading list via this app, built with MongoDB, Express, and EJS views.

Organize your groceries using an app made with MongoDB, Express, React, and Node.

Review and research landlords with this web app, powered by MongoDB, Express, Node.js, and Bootstrap.

Test your reflexes with this digital game, created using HTML, CSS, JavaScript, timers, and recursion.

Play a web app inspired by the popular board game, built with HTML, CSS, JavaScript, and jQuery.

Schieber, senior demand generation manager at PGi, compared census and voter data from Cherokee County, Georgia, to examine the correlation between voter registration and election day turnout.

Umerez, a sales manager at Uber, uses matrix operations and data visualization to explore how holding a college degree affects the job satisfaction of millennials employed by the federal government.

Hankerson, senior director of public policy and government relations at Goodfriend Government Affairs, used exploratory data analysis and predictive modeling to examine Americans with below-average rates of broadband internet adoption.

Lin, director of employee success at Lever, uses Excel and SQL to analyze campaign expenditure data from the 2016 election, yielding surprising discoveries about the spending habits of presidential candidates.

Kennedy, head of product, CRE Lending at Amherst Holdings, tests actuarial models powered by machine learning and predictive modeling to conduct life insurance risk assessments that estimate applicant risk.