Real-Time, Location-Based Q&A App
Pulse Check
Project Overview:
Full iOS app in 7 days. PDF mockup → TestFlight build with source, docs, and AI. Real-time Q&A where users ask about any place and people physically there answer instantly.
What Was Built:
Discovery: MapKit with natural-language + AI-enhanced search, trending places, auto-cycling nearby questions.
Q&A: Questions with urgency, answers with verification tiers (GPS, check-in, photo), voting, realtime sync. AI summarizes answers into one "ground truth."
Trust: Custom algorithm with daily caps, streaks, anti-gaming penalties. In-app explainer.
Location: CoreLocation with verification (100m), check-in (200m), trending (5km) radii.
Auth: Apple/Google Sign-In, profiles, settings, feedback.
Tech:
SwiftUI (iOS 17+), Supabase, Firebase Analytics, MapKit, CoreLocation, ChatGPT API. 68+ Swift files.
Project Overview:
Full iOS app in 7 days. PDF mockup → TestFlight build with source, docs, and AI. Real-time Q&A where users ask about any place and people physically there answer instantly.
What Was Built:
Discovery: MapKit with natural-language + AI-enhanced search, trending places, auto-cycling nearby questions.
Q&A: Questions with urgency, answers with verification tiers (GPS, check-in, photo), voting, realtime sync. AI summarizes answers into one "ground truth."
Trust: Custom algorithm with daily caps, streaks, anti-gaming penalties. In-app explainer.
Location: CoreLocation with verification (100m), check-in (200m), trending (5km) radii.
Auth: Apple/Google Sign-In, profiles, settings, feedback.
Tech:
SwiftUI (iOS 17+), Supabase, Firebase Analytics, MapKit, CoreLocation, ChatGPT API. 68+ Swift files.






