Probabilistic Adaptive Traffic Signals
A replay-first system for traffic signal coordination. PATS models queues, discharge, spillback, and safety constraints so a corridor can move as one network instead of isolated junction timers.
Independent product lab
Koshaya is a product lab for practical software: small, opinionated products that start from real operational pain and move toward clear, usable systems.
First product
The first Koshaya product is focused on Bengaluru traffic: predicting vehicle waves, simulating signal timing, and helping cities coordinate multiple junctions before live control is trusted.
A replay-first system for traffic signal coordination. PATS models queues, discharge, spillback, and safety constraints so a corridor can move as one network instead of isolated junction timers.
How we build
We start with a painful workflow, build the smallest useful product, and keep every decision connected to evidence, simulation, or user action.
Koshaya is designed to ship multiple focused products over time, with PATS as the first public product line.
Founder