
Doctor Appointment System
The Healthcare project is designed for patients. Here, you can easily book doctor appointments online without any hassle, make payments if required, and receive doctor consultations and treatments. Patients can view their booked appointments, and there is a dashboard that the admin can control.
Multiple patients attempting to book the same doctor's appointment slot simultaneously caused race conditions, leading to double-booked time slots and schedule conflicts.
Implemented optimistic concurrency control and transactional DB operations (atomic updates) to temporarily lock slot availability during the checkout/booking workflow.
Filtering large numbers of doctor profiles by name, department, and medical specialization simultaneously resulted in slow database queries and UI responsiveness lag.
Structured indexed database queries with debounced search inputs and server-side pagination to process multi-parameter filtering efficiently.
Calculating live dashboard analytics (total revenue, patient counts, doctor distributions, appointment metrics) on every admin page load caused heavy server CPU load and delayed dashboard rendering.
Implemented cached aggregation pipelines and background data computation for analytics endpoints, invalidating caches only when new transactions or bookings occur.