Thesis Domains





Private healthcare insurer. Utilizes a more transparent business model re: coverage and billing. Offers members less barrier to access physician care with on-call system.


Thesis Mind Mapping

I started my mind map with two core ideas about women's health and race-based discrimination healthcare. The conversation and feedback from my classmates segued into larger discussions about systematic racism and that's reflected in version one. 


I spent some time reflecting on how the topic segued and realized that systematic racism in America is a broad topic. It's also an exhausting topic for me. I couldn't see myself entrenching myself in such a topic for a year without it taking a huge emotional toll. Instead I refined my ideation to focus on another topic "access and barriers to healthcare" This spawned from my original subject "race-based discrimination in healthcare." There are many other factors that determine the type of care you receive in this country. Race is one of them. Gender is one of them, socioeconomic status is another but I'm curious as to how the ecosystem developed and the full breadth of its impact. I think somewhere  in understanding that ecosystem there's room for innovation. 

IMG_2359 2.JPG

I broke my questions down into three categories and two types. The categories were: relating to the topic of discrimination in health care, related to the overall healthcare ecosystem, and related to possible approaches to the problem space. The two types of questions were questions that naturally occurred to me (orange) and challenges to my own assumptions (blue). 

Communities of Practice:

  1. Physicians (functional medicine physicians- innovators)
  2. Medical Administrators (billing and coding, QA, section chiefs)
  3. Insurance providers (Oscar, One Medical, Quartet Health innovators)
  4. Sociologists specializing in healthcare
  5. Public health professionals NYC- Urban Interaction Design Proposal NYC- Urban Interaction Design Proposal

New York City has one of the most comprehensive public transportation systems in the United States. When many Americans travel to New York for the first time, they are struck by how far-reaching the subway system is. That is unless you have a mobility impairment. Then navigating the subway system becomes a time consuming, frustrating, and discouraging experience. New York’s Metropolitan Transportation Authority (MTA) encompasses 425 stations, but of those, only 92 stations are wheelchair accessible- that’s less than 22 percent. You may look at that percentage and think, “That’s not so bad. It could be worse.” Unfortunately, for the approximately 60,000 wheelchair users in New York City, it does get worse.

On a daily average 25 elevators break down and announcements and real-time updates are infrequent and unreliable. This lack of infrastructure and communication leaves wheelchair users and thousands of other riders with varying levels of mobility impairment stranded or forced to search for alternative (and sometimes more costly) modes of transportation.

New Yorkers are resilient. None more so than the 60,000 plus New Yorkers who tenaciously navigate a transit system that fails to accommodate their needs. Our team believes that a key feature of urban resilience should be accessibility. For our project, we are examining the reality of New York’s transportation system for people with mobility impairments. Citizens with disabilities deserve equal accommodation within a city’s infrastructure. Even within the larger context of climate change, mobilit and public safety are intertwined. Mobility impaired citizens should have every opportunity to navigate the city to safety in the event of an emergency including natural disasters.

We propose to create a map visualizing the status of MTA elevators in accessible stations as well as transportation alternatives. Our goal is to provide riders with a comprehensive tool to assist navigation on public transit as well as demonstrate the unreliability of the current system to inspire change. We are collecting data from MTA API on elevator outages, MTA bus routes, and MTA accessible stations. The end product will be an interactive map that identifies the obstacles standing in the way of a more accessible New York and provides solutions.

Due to technical constraints we rendered the accessible subway system map separately from the bus line map. Our data sets are available at the bottom of this post. 


MTA Accessible Subway Stations

Interact with the map below to see which stations are accessible.

 NYC view - accessible stations

NYC view - accessible stations

 Bronx view- accessible stations

Bronx view- accessible stations

 Manhattan view- accessible stations

Manhattan view- accessible stations

 Brooklyn view- accessible stations

Brooklyn view- accessible stations

MTA Bus Lines and Stops w/ Subway Lines

This map is meant to be a supplementary layer to the accessible stations map. If overlaid, the experience would allow the user to find alternate routes should they find that their station's elevator is out of service. 

 MTA bus routes (blue lines) view with subway lines (green lines)

MTA bus routes (blue lines) view with subway lines (green lines)

 MTA bus stop view (bus icons) and subway view (green lines)

MTA bus stop view (bus icons) and subway view (green lines)



Data Sources

  1. MTA Bus Lines
  2. MTA Accessible Stations
  3. Service status can be accessed through the MTA API

Demystifying Displacement Prototype

This is an update to the Demystifying Displacement data visualization. The goal of this project is to present case studies and statistics that reveal the history of African American communities in Manhattan and their continuous displacement.

The prototype below goes through a series of interactions and data animations that I am developing for the piece. I was very inspired by the New York Times article "Extensive Data Shows Punishing Reach of Racism for Black Boys."

Mockup Duplicates

This was a practice exercise to duplicate the design of mobile app. I chose Medium because I use it often and I think they have one of the best application of minimal, white space-heavy visual design. 

Matching some of the font sizes and recreating the green half circles around the profile pictures was a bit of a challenge but otherwise, it was a fun exercise.

 Medium Screenshot

Medium Screenshot

 My mockup

My mockup


Our group was given the task of constructing an environment by combining several domains of interest. We chose to explore the domains of public health, privacy, and governance. 

Concept Statement

We chose to construct a speculative environment set 40 years in the future where the human race has been devastated by contagious disease. In the aftermath of the global epidemic, the remaining population has undergone a massive social shift that values health as an essential part of security and maintaining public health has been engineered into everyday life through a sentient internet of things monitoring system that controls the everyday lives of citizens.

The Story

RING system log.jpg

The storyboard follows a character being monitored and quarantined in her home due to a contagious flu infection. We wanted to explore the ways in which such a system might impact interpersonal communication. We also designed an artifact of the environment- a system dashboard logging all of the characters activities to demonstrate the level of surveillance and explore a behind-the-scenes look into the service.


Storyboard 1.jpg
Storyboard 2.JPG
Notification Copy.JPG

We sketched the storyboards for each scene and brainstormed the copy for each notification.


Javascript 1

This is a very simple example of an API call. For this example I used Star Wars API. I was inspired by the new movie release. It also seemed fitting since I've been watching all of the old movies lately. 

The request calls the "/films" endpoint and reveals an answer to some Star Wars box office trivia.

I had an issue getting my css file to connect.

You can find the link to the Github here.



OpenFrameworks Wave

For my final Openframeworks project, I wanted to simulate a spiral wave. I went through a couple of different ideas like adding a GUI or different motion options. However, I realized what I enjoy most about creating a particle system is the fluidity of the movement. It is mesmerizing. So I decided to try and simulate the ultimate fluid motion- a wave.

Here's the finished product:



I tweaked my example of a flocking particle system in three key ways.

  1. I increased the number of particles to 150,000
  2. I increased the particle radii 
  3. I changed the color of the particles to a series of random colors in the blue spectrum
  4. I edited the velocity from -6.9, 6.9 for the x and y pos to -10.9, 10.9. This somewhat delayed the attraction of the particles to the mouse allowing me to simulate the wave crashing.
Screen Shot 2017-12-06 at 6.10.24 PM.png
Screen Shot 2017-12-06 at 6.10.03 PM.png

You can check out the full code on my Github.


Openframeworks Final Project Preview

The following is my concept breakdown for my final Openframeworks project. I really enjoyed working with the particle systems so I think I will continue with it. My vision is to create a flocking particle system that moves in the same spiral motion like a whirlpool. I'd also like to introduce variations in the movement and appearance controlled by a GUI.

Here are two precedents:

To achieve this, I will need to figure out the correct equation to change the velocity and force so that the particles spiral. Then I will need to use the GUI addon to generate sliders and link them to control different things in the drawing. Some of my ideas for sliders include:

  1. Changing the color range
  2. Reversing the motion of the spiral
  3. Expanding the width of the spiral
  4. Adding more particles to the system


Openframeworks Particle Systems

For this week's project, I tweaked a class example of an Openframeworks particle system. The class example repelled and attracted particles triggered by a mousePressed function. The particles repelling and attracting reminded me of sci-fi laser beams so I decided to add a laser beam sound effect to the mousePress function.

I loaded an mp3 file into the data folder and called the function, mySound. I also changed the color of the particles. When they are attracting, they are a golden color and when the laser fires/ repels, the particles turn red. 

Here's the finished product:

I learned how to apply the ofSoundPlayer function here.

Link to the project on GitHub here.