Projects
Researcher
Title: A MACHINE LEARNING BASED ANALYSIS OF SLEEP PATTERNS IN AGING USING PHYSIOLOGICAL SIGNALS
Description: (N/A)
Fund: Cotutelle program studentship
Funding Organisation: Centre for Computational Science and Mathematical Modelling (CSM) - Modelling
Collaboration Organisation: Coventry University (UK), Deakin University (Austrlia)
Period: Jan. 1, 2023 - Present
Research Assistant (Casual)
Title: Sensor-based indoor air temperature prediction using deep ensemble machine learning for Australian urban environment
Description:
• Worked as a Research Assistant in this project.
• A MAAP linkage ARC project funded by the Australian Research Council (ARC).
• Research and collaboration with Monash University and AETMOS (https://aetmos.com.au/) for Air Quality Prediction.
• Air Quality and Indoor Air Temperature Prediction from meteorological data.
• Effect of indoor and outdoor temperature on people's health.
• Application of Deep Learning (DL).
Fund: ARC MAAP linkage project fund
Funding Organisation: Australian Research Council (ARC)
Collaboration Organisation: Deakin University (Austrlia), Monash University (Australia), AETMOS (Australia)
Period: Mar 1, 2022 - Feb. 28, 2023
Research Assistant (Casual)
Title: Channel minimisation and epileptic seizure detection using single channels using Deep Learning from continuous iEEG
Description: (N/A)
Fund: No funding. This is a voluntary collaboration research work.
Funding Organisation: (N/A)
Collaboration Organisation: Deakin University (Austrlia), Monash University (Australia), Alfred Health (Australia)
Period: Apr 1, 2020 - Mar 31, 2022
Project Research Associate
Title: DESIGNING A 3-LAYER NETWORK SECURITY TECHNIQUE IN SERVERS FOR PREVENTION OF DDOS ATTACK.
Description: Annually funded project by the university (HSTU) in 2018. It is related to designing a network security framework that is targeted for the maximum network security from DDoS attacks.
Fund: IRT Annual Research Fund
Funding Organisation: Institute of Research and Training (IRT), Hajee Mohammad Danesh Science and Technology University (HSTU), Dinajpur-5200, Bangladesh.
Collaboration Organisation: (N/A)
Period: Jul 1, 2018 - Jun 30, 2019
Project Research Associate
Title: ANALYSIS AND DESIGN OF A NON-INVASIVE WAY OF MEASURING AND MONITORING BLOOD-SODIUM CONCENTRATION LEVEL USING NEAR-INFRARED SPECTROSCOPY.
Description: Annually funded project by the university (HSTU) in 2018. It is related to designing a blood sodium concentration measurement system using near-infrared light.
Fund: IRT Annual Research Fund
Funding Organisation: Institute of Research and Training (IRT), Hajee Mohammad Danesh Science and Technology University (HSTU), Dinajpur-5200, Bangladesh.
Collaboration Organisation: (N/A)
Period: Jul 1, 2018 - Jun 30, 2019
