Srijeet Qazi’s GPS-Free Search for a Destination

Field notes

The portfolio separates vehicle and pedestrian localization projects. Its vehicle workflow builds a reachable road network from travel time, applies directional constraints, and produces a ranked likelihood map; the page says seven parameters were tuned with Bayesian optimization. Reported evaluation includes 79.5% intersection-over-union and retention of the true destination in 94 of 94 trials. The browser demo is illustrative rather than experimental: its trip, roads, percentages, and destination are explicitly fictional.