Bumpers Classification and Counting Project . Analyzed program requirements to be able to detect and classify 76 bumper models in Line Production by YoloV7 object detection algorithm . Created python based POST - GET request API to send model, color, and pattern datas to the database . Analyzed the number of bumper production per day and made a daily report "good" and "not good" Spoon Sorting System Project . Analyzed program requirements to be able to detect and classify "good" and "not good" spoon data . Created python based object detection, and sorting machine to separate the spoon . Created PyQt python based interactive GUI system to monitor data

Drowsiness Detection projects . Created computer vision based to detect a facial pattern . Created machine learning model to be able to classify drowsiness, blinking, and sleep pattern . Created a warning mechanism system to warn a driver Video url : https://youtu.be/X06WICQPVxE

Arm Robot Based Object Sorting using Faster R-CNN Detection Method Project . Created python computer vision based to be able to detect and classify five 3D-printed tool models . Created an arm robot based to do sorting mechanism . Created GUI monitoring data using HTML, Javascript, and CSS Video url : https://youtu.be/u3MFLdMF7UI

Computer Vision Based Autonomous Water Take and Release in Quadrotor Project . Analyzed program requirements in the UAV to complete the water take and release mission . Created image processing algorithms, control systems, and data communication . Designing UAV interfaces and data logging . Created the ROS-based MAVLink communication protocol . Debugged program and troubleshooting Video url : https://youtu.be/EiIyMKHukEo

Object Detection on Tajwid Qur'an Using Android Studio and Deep Learning . Created android-based Tajwid Qur'an (Muslim holy book) detection . Build over 10 model datasets of the Tajwid Qur'an using deep learning . Build a learning application for Muslim people to learn the pronunciation of Qu'ran in the right way Video url : https://youtu.be/AjKfU3rm3Y0