Methods
Figma
Python
Hugging Face
Teachable Machine
Group Work
UX Designer*1
UX Researcher*1
Data*1
My Contributions
Web Design
Model Training&Analysis
Stakeholder Analysis
Areas
Web Design
Data Visualization
Computer Vision
THE CHALLENGE
Explore Experiences and Data in One Month
BACKGROUND
Chaotic Bike Parking in the Absence of Bike Racks
Delft citizens' mobility has increased in recent years, resulting in frequent problems of chaotic bick parking and challenging urban planning.
OUR CLIENTS & USERS
The government is seeking feedback on a new bike regulatory system to increase monitoring of AFAC's bike removal services, promote more timely and reasonable bike rack planning, and reduce chaotic bike parking in Delft.

“We want a platform to assist us in monitoring bike parking directly with the help of Scan Cars
Scan Cars: the municipality's eyes
They are used to scan streets for information for a variety of purposes. Delft is doing a test with cameras paired with computer vision models.
RESEARCH
RESEARCH
Gather Stakeholder Pieces
We spoke with one government official, two removal workers, and one rider to narrow down our goal with a comprehensive vision.
Municipality Clerk
“The bike removal shows low efficiency and high randomness.”
Removal Worker
“We won't usually tow bikes that are fastened to poles or trees.”
Cycler
“It's a bet; most of the time, I won't get penalized for improper parking, so I don't bother with a bike rack.”





Current Situation:
Regulate by AFAC (Bike Removal Company)
INSIGHTS


Unconfident of Bike Parking Distribution
The government cannot track clear data and trends to make bike rack iteration

Distrust for Bike Removal Company’s Progress
The extent of the government's engagement in the mutual enhancement of the bike removal company is limited.

Lack of efficiency in generating timely solutions
Underreporting is typical because of the randomization of fine lists, which involve different times, different inspectors, and variable cycling conditions.
HOW CAN WE HELP MUNICIPALITY CLERKS DOMINATE THE BIKE REGULATION PROCESS?
DESIGN STRATEGY - ALL-IN-ONE PLATFORM
FIRST DRAFT
I created a search system using street scenario data that was filtered by area, bike quantity, and bike condition. The government can locate chaotic areas with ease and clarity.
FEEDBACK
Need To Be More Solution-oriented
The design did not assist us in developing our new solution.
Surrounding information and priority functions can help the web become more solution-focused.
EXPLORATION
FINAL DESIGN

Grasp an overview at your options
Locate and check details
Use Ranking to find target easily
Set priorities and monitor progress
ITERATION INSIGHTS
We tried our prototype with two clerks and gained some observations. However, due to time constraints, the iteration will be carried out in the future.


DATA VISUALIZATION: Put The Blue Data in one scale
Clerks have a significant workload with 10-scale visualization. To make their data search process easier, we decided to update the blue data (bike within racks) in one scale to simply display the existing parking zone, which is already a good reference for clerks when planning.

DASHBOARD: Combine Map Visualization with Dashboard
The map visualization on the entry page is too hazy, and they were at a lost. They chose Exploration 3 plus Exploration 2, which allows them to discover targets with a dashboard and write solutions on a map.
DATAFLOW
Design the Data System to Hold Users' Experience
FLOWCHART
Visualize Data Based on Users’ Primary Needs
Test and update with your clients as early as possible
Before beginning design, it is best to clarify and explain the client's requirements to avoid disagreements when the design draft is completed. At the same time, requirements may change from time to time, thus keeping up to date and communicating is essential.
Data visualization should keep simple and efficient
It is not always a good idea to display all of the information on the screen, especially in a complex operation involving data. Designers should prioritize all types of data and only present what users require.
MY TAKEAWAY