Projects

The de facto independent source for autonomous vehicle deployment data. Tracks Tesla and Waymo robotaxi fleets across major US cities with real-time and historical analytics.

• Cited by The New York Times, Business Insider, Electrek, Gizmodo, Futurism, Automotive News, and NewsNation/KXAN
• Live wait times, interactive maps, ride analytics, fare breakdowns, and fleet growth tracking
• Crowdsourced vehicle database with AI-powered plate recognition and color detection on submissions
• NHTSA crash reports, CPUC regulatory filings, and state-by-state AV regulation tracking
• Community forum, contributor leaderboards, user profiles, and a public data API
• AI-generated earnings call summaries, news feed, and a dedicated Cybercab tracker
• Localized in 10 languages with Tesla trip auto-import and manual trip logging

Next.js, Vercel, Supabase

Native companion app built for iOS 26 with a custom Liquid Glass design system and deep platform integration.

• WidgetKit home screen and lock screen widgets (circular, rectangular, inline) with 5-min refresh
• MapKit heatmap with pre-rendered bitmaps for smooth performance, service area polygons, and user location
• Custom Liquid Glass modifiers with layered materials, gradient edge lighting, and provider-colored glow
• Tesla and Waymo OAuth via WKWebView with background auto-sync for ride history
• Haptic feedback system across all interactions with user preference controls
• Apple Sign-In, CoreLocation, adaptive layout for iPad, and native app review prompts

Swift, SwiftUI, WidgetKit, MapKit, CoreLocation

TV-first social tracking and discovery app.

• Track shows across watchlist, watching, completed, and dropped states
• Log episodes, write reviews, build ranked lists, follow friends
• Personalized home feed and release calendar for premieres and episodes
• Provider-specific discovery rows (Netflix, Hulu, Disney+, Max, Prime)
• AI recommendations via Gemini embeddings and taste-match social proof
• Phone OTP auth via Twilio, TMDB metadata, Convex realtime backend

Expo, React Native, Convex, Gemini

CLI and web tool for exporting Tesla robotaxi ride history.

• Tesla OAuth authentication with saved refresh tokens
• Exports to CSV and JSON with full ride details
• Includes pickup/dropoff coordinates, distance, duration, fare, and plate
• Browser-based web interface alongside the Python CLI

Python, HTML

Pipeline for parsing NHTSA SGO 2021-01 autonomous vehicle incident reports.

• Parses ADS and ADAS incident report CSVs from NHTSA
• Deduplicates by incident ID, normalizes fields, redacts sensitive values
• Outputs structured JSON summaries with aggregations and KPIs
• Optional Gemini-based fault analysis on Waymo incident narratives

TypeScript, Gemini API