As a PhD holder in Computer Engineering and boasting 15 years of unwavering commitment to the field, I am deeply rooted in the foundational principles and advanced techniques of computer engineering with a distinct expertise in machine learning and computer vision. My extensive experience has not only fortified my technical proficiency but has also cultivated a keen insight into the boundless potential these technologies hold across diverse industries with a special focus on agriculture. Over the last half-decade, I have fervently channelled my passion into the application of machine learning and computer vision within the agriculture sector. My notable endeavours encompass smart farm projects, including the ground-breaking 3D reconstruction of dairy cows and Korea cattle livestock monitoring. These endeavours stand as testament to my dedication to the cause, yielding invaluable hands-on experience in deploying cutting-edge computer vision and machine learning methodologies to address real-world predicaments plaguing the agriculture industry. Moreover, my work extends to the intricate realm of insect image classification in field crops, further exemplifying my unwavering commitment to conquering the unique challenges inherent in agriculture through technological innovation.