I am on the Industrial Job Market for full-time positions!
My current research interests lies at the intersection of Systems and Machine Learning applied to smart-city applications such as healthcare and energy. I am supervised by Prof. Prashant Shenoy at Laboratory for Advanced Software Systems. I have collaborated with Dr. Rajesh Krishna Balan from Singapore Management University and Prof. Michael Chee from Duke NUS medical school on our sleep study project. I also started working as a student researcher with the IBM Hybrid Cloud Infrastructure team since June, 2021. Prior to that I was working as a Research Associate at IIT Bombay under Prof. Krithi Ramamritham.
Selected Publications
Please refer Google Scholar for updated publication list
1. P.M. Mammen, S. Mehta, H. Kumar, and K. Ramamritham “Want to Reduce Energy consumption, Which Floor
should I prefer ?” in the Proceedings of the eleventh ACM International Conference on Future Energy Systems.,
Melbourne, Australia, 2020
2. H. Kumar, P.M. Mammen and K. Ramamritham “Explainable AI: Deep Reinforcement Learning Agents for
Residential Demand Side Cost Savings in Smart Grids”, accepted at CoRR abs/1910.08719 (2019)
3. S. Mehrotra, P.M. Mammen, K. Ramamritham, and R. Bardhan “Data Driven Monitoring of Thermal Profile:
Towards Sustainable Urban Habitats”, in the Proceedings of the 10th International Conference on Information and
Communication Technologies and Development , Ahmedabad, India, 2019.
4. P.M. Mammen, H. Kumar, K. Ramamritham, and H. Rashid “Want to Reduce Energy consumption, Whom
should we call ?” in Proceedings of the ninth ACM International Conference on Future Energy Systems. , Karlsruhe,
Germany, 2018
5. H. Rashid, P.M. Mammen, S. Singh, K. Ramamritham, P. Singh, and P. Shenoy “Want to Reduce Energy
consumption? Don’t Depend on the Consumers!” in the Proceedings of 4th ACM International Conference on
Systems for Energy-Efficient Built Environments , Delft, Netherlands, 2017
6. S. Pote, B.K. Lande and P.M. Mammen, " Elliptic Curve Arithmetic over extension field to intensify security and
privacy.” in the Proceedings of the IEEE International Conference on Wireless Communications, Signal Processing
and Networking, Chennai, India, 20163
Awards
• CICS Dissertation Writing Fellowship (Fall 2023)
• CICS scholarship to attend Grace Hopper Celebration (2020)
• Jim Gray Scholarship in Computer Science (2020)
• UMass Amherst CICS Fellowship Award (2019)
• Financial assistance for Masters Program through GATE MHRD scholarship (2014-2016)
Recent News
• I was awarded the CICS Dissertation Writing Fellowship. (Aug 2023)
• I passed my Thesis Proposal Defense. (April 2023)
• My profile got featured by CICS Department.
• I got my Ph.D. Candidacy and a Masters degree! (December 2022)
• I will be spending Summer 2022 at IBM!
• I passed my PhD Portfolio. (May 2022)
• Started my 2021 summer as an Impact Science intern with the Hybrid Cloud Infrastructure team.
• I will be attending 2021 Grad Cohort for Women.
• My Phd research proposal got accepted at ACM SenSys Doctoral Colloqium :)
• Received NeurIPS 2020 Financial Assistance Award!
• I will be attending Grace Hopper Celebration,Yay!