Developed a high quality, cost-efficient banknote processing machine combined with easy handling features; fit for commercial banks, cash-in-transit companies, and casinos that want to redesign their cash processing activities to make them much more efficient, secure, and flexible. The BPS C2 won the German Design Award 2018 for excellent product design and unparalleled user-friendliness.

Worked with 4 different professors within the same department on their projects.

• Building extensive ML / analytical services through various approaches with F2E, Data Scientists, Data Infrastructure team
• Developed and deployed an optimized deep learning convolutional neural network (CNN) algorithm, to enable text and object detections in the Image. Trained a model on over 80,000 images to provide an accuracy of 92%.
• Designed and updated up to 3 websites using HTML5, CSS3, AngularJS, and JavaScript keeping data integration through FileZilla FTP. Integrated AI bot for detecting images and objects with 80% accuracy for uploaded contents on site