End-to-end analysis of bike share usage patterns with clear recommendations for growth.

• Cleaned and joined ride data to uncover rider behavior
• Translated trends into marketing and retention recommendations

Interactive dashboards focused on operational KPIs, trend analysis, and executive reporting.

• Designed KPI-focused views with filters for quick exploration
• Delivered clear narratives with annotations and benchmarks

Options analysis toolkit with data pipelines and model export automation.

• Built reusable data ingestion + cleaning pipeline
• Exported models for downstream scoring and reporting

Cohort and retention reporting with clear storytelling and actionable insights.

• Built cohort tables and retention curves
• Identified drop-off points and proposed interventions