Baburao was working as operator in the Signal and Telecom division. He was posted at Nagpur with the South Central Railways.
Baburao had introduced alleged bookie Sunil Bhatia to Rajasthan Royals player Ajit Chandila.
The IPL last week found itself engulfed in a sensational spot-fixing scandal after S Sreesanth and two of his Rajasthan Royals teammates were arrested by the police which claimed that they received upto Rs 60 lakh from bookies for bowling one manipulated over.
Sreesanth and his teammates Ankeet Chavan and Chandila were arrested in a post-midnight operation in Mumbai on May 16 by Delhi police for spot-fixing in IPL matches.