0-to-1 AI Product · Built with Lovable

Park Pal — Nearby Parking-Slot Finder

A location-based tool that helps drivers find available parking close to their destination in real time, instead of circling the block on arrival. Park Pal started as a flow sketch inside the Self-Initiated AI Prototypes case study and has since grown into its own live app.

Role
Solo builder — problem to working prototype
Method
Location-aware UX design, prompt engineering
Scope
Urban mobility, real-time parking
The problem

The last five minutes of a drive are often the most stressful

Turn-by-turn navigation gets a driver to the destination, then stops helping exactly when the hardest part starts — finding somewhere to actually leave the car. Circling the block eats time and adds friction to what should be the easy part of the trip.

Solution

Park Pal: parking sorted before you arrive, not after

SCAN

Nearby availability, checked automatically

Once a destination is set, Park Pal scans for available parking nearby instead of leaving the driver to guess and circle.

MATCH

The best match, not just the closest option

Recommendations weigh distance to the actual destination, not just proximity to wherever the driver currently is.

NAVIGATE

One flow from match to parked

Navigation continues seamlessly from route to parking spot, so the last five minutes of the drive stay guided too.

Prototype

A working app, not just a flow diagram

Park Pal is built and live — destination-aware parking search and navigation hand-off work end to end in the prototype below.

Live prototype — Park Pal Open full screen ↗
Open interactive prototype ↗
Process

From concept sketch to a live, standalone app

Discovery
Problem discovery — originally scoped as one of four self-initiated AI concepts, then singled out to build in full.
Flow
Location-aware UX design — mapped the destination-to-parked flow so navigation never drops the driver mid-journey.
Prompts
Prompt engineering — wrote the prompts that rank nearby parking by relevance to the destination, not just raw distance.
Build
Prototype — shipped as its own working, clickable app on Lovable.