Hello and welcome!!
Hello and welcome!!
I have a total experience of ten years in Cloud computing, Machine learning, Computer vision, and Visualization platforms for Energy, Retail, and Healthcare domains. Currently, I am working as a Doctoral candidate at Aalto University, Finland.
I possess a sharp eye for detail, which I use to find even the smallest errors in text. I work well under pressure and can produce high-quality work in short periods of time. I have strong interpersonal skills and work with a wide variety of people.
My primary interest and experience are in Virtual Power Plants, Grid automation, IoT, and Smart Building. Currently, I aim to find an optimal solution for replacing fossil fuel-based energy resources with renewable distributed energy resources using VPP.
R. Subramanya, A. Kanakatte, A. Delampady, R. Nayak, B. Purushothaman and J. Gubbi, "Cloud solution for histopathological image analysis using region of interest based compression," 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017, pp. 1202-1205, doi: https://doi.org/10.1109/EMBC.2017.8037046
Subramanya, Rakshith, Matti Yli-Ojanperä, Seppo Sierla, Taneli Hölttä, Jori Valtakari, and Valeriy Vyatkin. 2021. "A Virtual Power Plant Solution for Aggregating Photovoltaic Systems and Other Distributed Energy Resources for Northern European Primary Frequency Reserves" Energies 14, no. 5: 1242. https://doi.org/10.3390/en14051242
R. Subramanya, S. Sierla, M. Yli-Ojanperä, H. Makkonen, M. Pourakbari-Kasmaei and V. Vyatkin, "Interfacing Third Party Cloud Services to a Virtual Power Plant," 2021 IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), 2021, pp. 1-6, doi: https://doi.org/10.1109/ISGTEurope52324.2021.9640200
R. Subramanya, S. Sierla and V. Vyatkin, "Exploiting battery storages with reinforcement learning: a review for energy professionals," in IEEE Access, doi: https://doi.org/10.1109/ACCESS.2022.3176446
R. Subramanya, S. Sierla and V. Vyatkin, "From DevOps to MLOps: Overview and Application to Electricity Market Forecasting," in Applied Sciences, doi: https://doi.org/10.3390/app12199851
R. Subramanya, H.Aaltonen, S. Sierla and V. Vyatkin, "Onsite Renewable Generation Time Shifting for Photovoltaic Systems," in ISIE 2023,
R. Subramanya, P. Räisänen , S. Sierla and V. Vyatkin, "Cloud computing design patterns for MLOps: applications to virtual power plants ," in IECON 2023,
Aaltonen, Harri, Seppo Sierla, Rakshith Subramanya, and Valeriy Vyatkin. 2021. "A Simulation Environment for Training a Reinforcement Learning Agent Trading a Battery Storage" Energies 14, no. 17: 5587. https://doi.org/10.3390/en14175587
If you are curious to know more about my research and activities, please visit the below link
Visit my other academic profiles:
IEEE: https://ieeexplore.ieee.org/author/37086011222
ORCiD: https://orcid.org/0000-0003-0651-5593
Sciprofiles: https://sciprofiles.com/profile/1458996
Dimensions: https://app.dimensions.ai/details/entities/publication/author/ur.012624317253.25
Active member - Finnish Society of Automation (FSA)
Active member - IEEE
© 2023 Rakshith Subramanya - All Rights Reserved.
"We became self aware only to realize this story is not about us "
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