Built a Singapore port congestion tracker as a hobby project — looking for feedback from maritime/freight professionals
I'm a developer with no maritime background who built portinsight.io to track AIS data for Singapore harbour. I'm tracking metrics like berth occupancy, anchor wait times, and vessel counts.
Before I invest more time in it, I'd love input from people who actually work in shipping or freight forwarding:
- Are these the right metrics? What do you actually care about day-to-day? - Is 3.9h average wait time for departed vessels a useful number, or misleading? - What data would make this genuinely useful for your work?
Not trying to promote anything — just want to build something actually useful for the industry
u/Freddiebana — 18 hours ago