Revenue management for Python: single-leg seat protection (Littlewood, EMSR, exact DP), overbooking, pricing, group displacement, length-of-stay and network bid prices. Validated against published worked examples.

EDA on hotel booking data across Indian cities — RevPAR, ADR, Occupancy & Cancellation Analysis | Codebasics Data Analytics Bootcamp

Hotel revenue intelligence dashboard analyzing ADR, Occupancy, and RevPAR to support pricing and demand planning through KPI analysis and interactive dashboards.

STR analytics on tap — occupancy, ADR, RevPAR, and 12-month calendars from Airbnb. Python client for the Apify Actor.