Machine Learning • Database • Final Year Project
Doctors' Appointment & Consultation System
Final Year Project
A final year project combining appointment no-show prediction, expected patient-volume forecasting, and database work with structured project delivery.
- Python
- PostgreSQL
- Supabase
- SQL
- Random Forest
- XGBoost

Project overview
Final year academic project at Iqra University, created in connection with Indus Hospital.
A final year project involving database development and predictive modeling for appointment no-shows and expected patient volume.
The work includes PostgreSQL, Supabase, SQL, and Python, with Random Forest and XGBoost, project delivery using Jira, and technical documentation.
Key features
- Appointment no-show prediction
- Expected patient-volume forecasting
- PostgreSQL and Supabase database work
- SQL and Python development
- Random Forest and XGBoost modeling
- Project delivery using Jira
- Technical documentation