Giorgi Butbaia

While working at Saico Digital technologies, designed an application for analyzing and storing customers' feedback based on their facial expression, age, and gaze direction, where each was measured using a convolutional neural network based algorithm.

Created an application for detecting and preventing (via auditory signal) drowsy driving. The project relied heavily on convolutional neural networks for detecting exhaustion based on facial expression.

Created a Django-based platform for the local hospital. The platform allowed archive managers to easily store massive amounts of data and retrieve the required documents quickly.

Worked on research involving a mechanical system with non-trivial dynamics. Used regression methods to estimate the limits of own theoretical model.

Worked on research involving an optical apparatus which measures small fluctuations in a gaseous region. Used image processing techniques to analyze the magnitude of such fluctuations and measure various physical characteristics of the gaseous region.

Designed object tracking applications to experimentally measure the dynamics of various mechanical systems.

Worked with a team to develop a machine-learning based predictive models to design efficient new antimicrobial peptides (AMPs) which have potency against particular bacterial strains.