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.