Projects

Cyclistic logo

Cyclistic Bike Share Case Study

Exploratory analysis of rental bike usage to guide marketing strategy and increase annual memberships.

Tools
  • RStudio
  • R
  • R Markdown
  • tidyverse
  • ggplot2
  • HTML/CSS
Methods
  • EDA
  • Data wrangling
  • Trend analysis
  • Cohorts
  • Visualization
Airline CSAT logo

Predicting Airline Customer Satisfaction

End-to-end modeling to predict satisfaction, surface key drivers, segment personas, and what-if simulations for targeted uplift.

Tools
  • Python
  • Jupiter Notebook
  • Quarto
  • pandas
  • numpy
  • scikit-learn
  • matplotlib
  • HTML/CSS
Methods
  • EDA
  • Data cleaning
  • Feature encoding
  • Train/validate
  • Model selection
  • Calibration
  • Persona clustering
  • Uplift modeling
Tableau logo

Tableau KPI Dashboard Project (TBD)

Interactive dashboard showing funnel metrics, weekly trends, and cohort retention for quick stakeholder insights.

Tools
  • asdf
  • asdf
  • asdf
  • asdf
  • asdf
  • asdf
Methods
  • asdf
  • asdf
  • asdf
  • asdf
  • asdf
  • asdf