An year long research project in which we studied the interaction between healthy and abnormal cells from human bladder. The macroscopic functions of human bodily tissues is the product of the behaviours and interactions of their constituent cells on the microscopic level. When even a minimal proportion of these cells deviates from whatare the “standard” procedures of cell division, the collective outcome could be in the form of a potentially fatal disease such as cancer. The aim of this project was to identify and quantify the behaviours of these two categories of cells by employing image processing and ML.

A completely new experience for any computer scientist was the Speech Processing module where I learnt about different speech processing techniques, such as the waveform processing, z-transform, linear filters, but also many others alike. As part of the assesment I had to implement a voice changer which I successfully managed to achieve in a team of 2. Please see the images on left for the final interface of our project.

An year long project which involved myself and a team of 4 other computer scientist to collaborate and come with a real software solution for a real project. Our team's theme was "Fitness in an Ageing Society", hence we proposed an online platform where people from various age categories would find suitable guidance for their daily exercises, either professional or just simple jogging programmes. Please checkout the gallery on the left.

A very tidious and patience-requiring project was the Software Development for Mobile Devices module where together with a team of 3 we built an Android application which was able to let a person take photos on the go and then nicely lay them out on a map with their corrseponding coordinates. Checkout the simple interface we came up with on the left.