Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
- Journal Articles:
- Parameter dependent robust control invariant sets for LPV systems with bounded parameter variation rate, IEEE Transactions on Automatic Control, 2024
- Shedding light on the ageing of extra virgin olive oil: Probing the impact of temperature with fluorescence spectroscopy and machine learning techniques, LWT Food Science and Technology, 2024
- Data-Driven Synthesis of Configuration-Constrained Robust Invariant Sets for Linear Parameter-Varying Systems, IEEE Control System Letters and American Control Conference 2024, 2023
- Data-Driven Computation of Robust Invariant Sets and Gain-Scheduled Controllers for Linear Parameter-Varying Systems, IEEE Control System Letters, 2023
- Computation of Parameter Dependent Robust Invariant Sets for LPV Models with Guaranteed Performance, Automatica, 2023
- Projects:
- DISCO (Hasler Stiftung project)
- INHALE (Hasler Stiftung project)
- NeO2-Sens (AI for next generation of optical oxygen sensors)
- ASCENDENT
- ARES (AI for fluorescence spectroscopy in oil)
- SLAM 4.0 (Innosuisse project)
Research Experience
- Researcher, Dalle Molle Institute for Artificial Intelligence (IDSIA), Jun 2019 – Present, Switzerland
- Postdoctoral Research Fellow, University of Lille, Ecole Centrale Lille, Oct 2018 – May 2019, France
- Visiting Researcher, Eindhoven University of Technology (TU/e), Feb 2017 – Jul 2017, The Netherlands
- PhD student, IMT School for Advanced Studies Lucca, Jan 2015 – Jul 2018, Italy
- Senior Research Fellow, Centre of Excellence in Complex and Non-linear Dynamical Systems, VJTI, Jan 2014 – Nov 2014, Mumbai, India
Education
- Ph.D. in Control Systems, 2018, IMT School for Advanced Studies Lucca, Italy
- M.Tech. in Control Systems, 2013, University of Mumbai, India
- B.E. in Electronics & Telecomm, 2011, University of Mumbai, India
Background
Research Interests: Data-driven modeling and control of non-linear and hybrid dynamical systems, application of machine learning and AI algorithms to problems across industries.