Karamba's Fall 2026 Projects

This fall, my goal is to improve my understanding of R, data analysis, visualization, and GIS by building projects that let me apply what I learn. I'm especially focused on strengthening my technical skills, exploring new tools, and learning how to approach data problems from start to finish. These projects reflect what I've been learning and experimenting with throughout the term.

01/SQL / ArcGIS Pro / 3D Mapping

UW Wayfinder: Crowd and Wait-Time Feature

A campus map that tells you how long the wait is before you walk over.

Goal: Pick where to eat at UW based on the walk plus the line, not just the distance.

  • SQL
  • PostgreSQL
  • React
  • 3D map
  • GitHub
02/Tableau

TTC Weekday Service Dashboard

Where Toronto's streetcars and subways run, hour by hour.

Goal: See where TTC service is concentrated and when it drops off during the day.

  • Tableau Public
  • GTFS
  • Calculated fields
03/R

Waterloo Building Permit Trends

How building activity in the City of Waterloo has changed since 1999.

Goal: See how permit volume, project value, and the time of year for construction have shifted over 27 years.

  • R
  • tidyverse
  • ggplot2
  • lubridate