Professional Experience
Lecturer [Feb 2022- till]
Computer Science and Engineering,
Green University Bangladesh, Dhaka, Bangladesh.
Research Assistant [Aug 2019 -- Dec 2020]
Data Privacy \& Security Lab}, Dept. of ICT, Islamic University, Bangladesh.
To Develop various deep learning based computer vision approach's including sentiment analysis, multiple object tracking classification with Keras and Tensorflow framework that are mainly used for security purpose.
Graduate Research Fellow [Jul 2019 -- Dec 2020]
Ministry of Information and Communication Technology}, Dhaka, Bangladesh.
To develop and constructed a deep learning based approach for detecting security threat in multi-object tracking system using computer vision technique such as Yolo-v4 object detection model with combination of DeepSORT and Optical flow tracking algorithm with compensation matching and finally, demonstrate the performance with area of improvement.
Graduate Research Fellow [Jul 2020 -- Jun 2021]
University Grants Commission of Bangladesh, Dhaka-1207, Bangladesh.
To develop a deep learning based approach for detecting and tracking multi-object(pedestrian) using computer vision technique such as Yolo-v4 object detection model with combination of motion state and appearance based tracking algorithm and investigate the performance to identify area of improvement.