I am a software engineer with more than 3 years of professional experience. As part of my apprenticeship degree at the University of Essex, I achieved the highest degree mark in the computer science and electronic engineering department. My main research interest is in machine learning and I have successfully completed both a research-based, and an applied machine learning projects, as part of my education.
D. Marinov and D. Karapetyan, "Hyperparameter Optimisation with Early Termination of Poor Performers," Computer Science and Electronic Engineering Conference 2019, September 2019. Read here.
D. Marinov and D. Karapetyan, "Early prediction of model accuracy for hyperparameter optimisation of convolutional neural networks," to be submitted in Journal of Heuristics, by the end of December 2019.
The Swim System Python implementation provides a standalone set of frameworks for building massively real-time streaming WARP
clients for the Swim ecosystem.
An Editor/IDE that facilitates pair programming for Extreme Programming.
Multiplayer turn based board game built using Java and ReactJS.