Aagam was born and raised on the island city of Mumbai in India. He did his undergraduate studies in Materials Science and Engineering from the Indian Institute of Technology Gandhinagar. His research focusses on data-driven predictive modelling for graphene synthesis by chemical vapour deposition and metal processing by laser powder bed fusion. Outside work, he enjoys swimming, live music, 3D printing, and taking the road less travelled.