Lakshminarayanan holds two degrees from MIT, both a Bachelor's and a Master's in Urban Studies and City Planning, with her grad work focusing on Puerto Rico's energy economics and infrastructure finance; she authored the thesis "Procurement of Backup Energy Supplies for Mass Transit: Tren Urbano, A Case Study" during this time.