Robust plans need to be developed for rapidly evacuating victims from a nuclear disaster site. Although nuclear plants are constructed with multiple redundant safety features, the chances of a leak can never be zero. In the event of a nuclear disaster, there is a need for an efficient evacuation plan for the affected area. The plan should include shortest possible evacuation routes, rallying post for the evacuees and optimized resource allocation. Considering Bardoli as the affected area for our purposes, we have collected data like distance of each village from the radiation source, its road connectivity with nearby villages, population and availability of transportation resource. We proposed First Safety Point (FSP) for each village and its respective rallying post while providing the detailed evacuation route for each village. We have also developed a resource optimizing heuristic to allocate transportation resources to each village.