Contact - kingstonantoni2003@gmail.com
I'm Antoni Kingston
IT student 🎓 at Faculty of Mathematics and Information Sciences of Warsaw University of Technology 🏛
I like working with number tables and algorithms, looking at progress bars (do they progress) brings me joy. I know a lot of stuff from various fields and can speak about it with confidence so I may come accross as a genius, the knowlegde tends to be pretty shallow though.
Tools and Technologies
-
Bachelor’s Thesis Repository: Adapting the gips library for classification problem utilizing discriminant analysis – gipsDA
Repository containing Bachelor’s thesis project, including the thesis document, manual tests, and datasets used for research and analyses. -
Bachelor’s Thesis Package: gipsDA
Implementation of the software package developed as part of my Bachelor’s thesis, along with unit tests and documentation.
- ACO Algorithms Comparison in CVRP - Implemented 3 ACO variants in python (AS, ACS and MMAS) and tested on vaious CVRP problems with various metrics.
- A Simple GPT Model in PyTorch - Implemented a transfomer-based generative language model in pytorch and trained it on corpus of Adam Mickiewicz's works.
- Chess with GUI in Python - Pretty autodescriptive.
- Fractal Analysis of Dynamic Processes - THe search for fractal phenomena in 'Game of Life' like environments and in trajectories of Lotka-Volterra equations.
- Training SSL Model and Evaluating its Performance Against Various Representations - Tested MAE, BYOL and SimCLR on various image datasets.
- Power Outages Predicting (Dynamic Rhythms Challenge) - Tried to model power outages in US based on weather (went poorly though).