Following are the current members of SIGNAL Lab, who are working in different capacities.
Principal Investigator
Soudeep Deb
Associate Professor, IIM Bangalore
Statistical inference · Time series · Spatio-temporal modelling · Analytics · Learning
Postdoctoral fellows
Madhab Barman
Working since 2025
Machine learning · Extreme value theory · Environmental research · Applied mathematics
Mohd Irfan
Working since 2026
Real estate · Bayesian methods · Mixture model
PhD students
Kunal Rai
PhD student, IIM Bangalore (exp 2026)
Time series · Nonparametrics · Financial data · Physics-informed neural network
Amrutha Seshagiri
PhD student, IIM Bangalore (exp 2028)
Econometrics · Tourism analytics · Bayesian methods · Time series
Lizan Meryl Pereira
PhD student, IIM Bangalore (exp 2029)
Spatio-temporal modeling · Environmental research · Bayesian methods · Extreme value
Shagun Srivastava
PhD student, IIM Bangalore (exp 2029)
Spatio-temporal modeling · Real estate · Bayesian methods
Shobhit Gupta
PhD student, IIM Bangalore (exp 2030)
Machine learning · Sports analytics · Ensemble learning
Other members
Anitha Pathlavath
Research Associate, working since 2025
Financial data · Deep learning · Time series
Ashish Yadav
MS Student, IISER Mohali, working since 2026
Financial data · Deep learning · Time series
Muskan Kumari
BS-MS Student, IISER Thiruvananthapuram, working since 2026
Financial data · Deep learning · Time series
