Projects per year
Personal profile
Research interests
I am deeply interested in the convergence of Machine Learning, Computer Vision, and Software Development. My current focus lies in the research of Federated Learning and Distributed Machine Learning within the healthcare sector. I am particularly drawn to the challenges associated with generalization and the extension of research across diverse domains.
Expertise area
- Federated Learning: Research experience in Federated Learning and Distributed Machine Learning in the health and care domain.
- Software Development: Proficient in developing software solutions with a strong foundation gained at Cognizant, India.
- Machine Learning Research: Experienced in conducting research on Machine Learning for human-robot collaboration at Tampere University's Cognitive Robotics lab, including contributions to projects like OpenDR and AI hub Tampere.
- Technical Proficiency: Skilled in utilizing various tools and technologies, including ROS, OpenCV, TensorFlow, PyTorch, Detectron2, YOLO, Hugging Face, Keras, and Scikit-learn.
- Collaborative Leadership: Demonstrated ability to lead collaborative efforts and provide AI guidance to B2B banking and pharmaceutical clients, driving data-driven product innovations.
- Education:
Bachelor's in Computer Science and Engineering
Master's in Signal Processing and Machine Learning from Tampere University, Finland.
Pursuing a Ph.D. at the University of Eastern Finland in the AI Virtanen Department of molecular Sciences.
Short bio
Hello! I'm Gaurang Sharma, a motivated Researcher with a passion for exploring the intersection of AI and Software Development. With over 5 years of professional experience, I'm committed to leveraging my skills to drive innovative solutions in the world of AI.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Computer sciences, Master, Signal Processing and Machine Learning, Tampere University
Aug 2021 → May 2023
Award Date: 16 May 2023
Computer sciences, Bachelor, Computer Science and Engineering, Dr. A.P.J. Abdul Kalam Technical University
Aug 2014 → May 2018
Award Date: 16 May 2018
Computer sciences, Doctorate, Federated Learning in Neurodegenerative Diseases, University of Eastern Finland
Jan 2024 → …
External positions
Doctoral Researcher, University of Eastern Finland
Jan 2024
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Collaborations and top research areas from the last five years
Projects
- 1 Active
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Secur-e-Health
Väänänen, A. (Manager), Pajula, J. (Participant), Lähteenmäki, J. (Participant), El Mekkaoui, K. (Participant), Sharma, G. (Participant), Sourkatti, H. (Participant), Hilvo, M. (Participant), Vallivaara, V. (Participant), Karinsalo, A. (Participant), Rautell, M. (Participant) & Illikainen, A. (Participant)
1/01/23 → 31/12/25
Project: Business Finland project