Actively involve in developing deep learning algorithms, data collection, and dataanalysis related to the project.

Major responsibilities: ● Undertake independent research in Remote sensing, Pattern Recognition and Machine Learning. ● Capture LiDAR and image data using Ouster LiDAR sensor and vision cameras for urban planning & point cloud maps, scene understanding for autonomous vehicles, plant biomass computation and forest trees analysis● Preprocess the captured data and segment the unwanted partition● Perform Mathematically modeling for conventional problems without using machine… Show more Major responsibilities: ● Undertake independent research in Remote sensing, Pattern Recognition and Machine Learning. ● Capture LiDAR and image data using Ouster LiDAR sensor and vision cameras for urban planning & point cloud maps, scene understanding for autonomous vehicles, plant biomass computation and forest trees analysis● Preprocess the captured data and segment the unwanted partition● Perform Mathematically modeling for conventional problems without using machine learning ● Design and implement data driven deep neural classification, semantic segmentation, object detection and localization algorithms for 3D point cloud and 2D modalities ● Design and develop automation software for interfacing multiple systems including GPS, Radar, LiDAR, and machine vision cameras (C++, Pytorch, OpenCV, Python). ● Test and develop systems for data collection and target detection in real-world trials● Analyze publicly available 3D point cloud, images and Radar datasets for scene understanding ● Mentor first year PhD researchers in the lab● Collaborating with the other project team members and external industry partners (WA Forest department). ● Publish original research in high quality research outlets as lead author and in collaboration with other researchers. Show less

I was mainly responsible for research, design, development, data processing, and upgrade of multiple machine learning and data science projects. Developed deep learning models for real-time, efficient, and accurate analysis of image and 3D point cloud processing. It was a joint project of University of Western Australia and University of Central Florida funded by US research and development agency DARPA.

Major responsibilities: Teaching assistant for Graphics &Animation, and Software Engineering with Java for the undergraduate courses: ● Conduct lab classes and supervise lab exams and projects.● Mark and assess exams, assignments, and projects.● Provide online support.

Major responsibilities: ● Plan, design, deliver and evaluate courses: Introduction to Computing using Python, Programming Fundamentals using C++, Data structure and algorithms, FPGA based Digital Design, Microprocessor Interfacing and Programming, High Performance Computation and Probability & random process.● Prepare course materials and other documents such as handouts, coursework etc.● Undertake personal research projects and actively contribute to the institution's research… Show more Major responsibilities: ● Plan, design, deliver and evaluate courses: Introduction to Computing using Python, Programming Fundamentals using C++, Data structure and algorithms, FPGA based Digital Design, Microprocessor Interfacing and Programming, High Performance Computation and Probability & random process.● Prepare course materials and other documents such as handouts, coursework etc.● Undertake personal research projects and actively contribute to the institution's research profile.● Accomplish several research and development projects in computer vision & machine learning for data analysis, object detection, object classification, and crowd analysis. ● Setup and configure of high-performance computing infrastructure for deep learning laboratory.● Train students in machine learning, computer vision and computer programming (Python, C++).● Supervise research projects in data analytics, machine learning, deep learning, and computer vision.● Design lab exercises and exams with sample solutions. ● Provide support in publishing scientific results, including supervision of undergraduate students’ thesis writing and publications. Show less

Main responsibilities were to deliver lectures and to conduct labs.– Labs conducted:Digital signal processing lab ,Digital design lab using FPGA, Signals and system Lab, Data communication and computer networks lab, and programming fundamentals lab.– Equipment procurement and preparation of work plans for development of newlabs in the department. (Note: Successfully developed computer networks Lab,digital signal processing lab using DSP kit and MATLAB, and digital design… Show more Main responsibilities were to deliver lectures and to conduct labs.– Labs conducted:Digital signal processing lab ,Digital design lab using FPGA, Signals and system Lab, Data communication and computer networks lab, and programming fundamentals lab.– Equipment procurement and preparation of work plans for development of newlabs in the department. (Note: Successfully developed computer networks Lab,digital signal processing lab using DSP kit and MATLAB, and digital design lab usingFPGA kit . Show less