Adam Gent
data scientist
I work with small businesses and nonprofits to identify problems and build the right tech solutions — so they can focus on their work, not their tools. If you have a problem, big or small, that you think software or data could help solve, drop me a line.
Experience
Projects
🅿️⏰
Sweeper Beeper
December 2025- Problem
- Street sweeping occurs on the second and fourth Monday and Thursday on the streets near my house. I've gotten quite a few tickets because I forget to move my car in the morning.
- Solution
- An iOS Shortcut shares your location, the app identifies your exact street and block side using geospatial analysis of SF Open Data, and a cron job sends push notifications before upcoming sweeps. Self-hosted on a $12/month Digital Ocean droplet.
💃🏾
Live and Local
October 2025- Problem
- I want to see more music at these really cool local venues, but I don't know most of the artists coming into town. I'd sit at home scrolling through the venue website, typing each artist into Spotify, listening, and deciding if I wanted to go. It was time consuming.
- Solution
- Scrapes your favorite venue lineups and automatically builds Spotify playlists with tracks from upcoming artists. Connect your Spotify account, pick your venues, and the playlists update themselves.
🚗
Computer Vision Traffic Model
May 2024- Problem
- Can you predict how dangerous an intersection is just from an aerial photo?
- Solution
- Scraped 1,731 aerial images from Google Maps, combined them with 20 years of SF collision data, and trained a multi-modal model using ResNet50 image embeddings merged with infrastructure features. Achieved 79% accuracy (R²=0.79) — the built environment accounts for nearly 80% of collision frequency variation.