My Projects 💻
I am constantly developing. More projects on my github.
RetinaNet for face detection
Implementation from scratch the RetinaNet architecture in the task of face detection. Training and validation on the `Wider_easy` dataset.
AI algorithms from scratch
Repository contains implementations of such architectures as genetic and classification algorithms, two-player games, and neural networks in various applications. Detailed documentation can be found with each project.
Spatial data mining
Implementation data mining DBSCAN algorithm for spatial 'NYC shooting' dataset.
Data Mining
Discovering association rules (Apriori algorithm) for a 4-level hierarchy of items.
Trading Project.
In progress...
Exploring market data using the XTB xStation5 API and storing it in an SQLite3 database. The project relies on FastAPI for application development. The long-term objective is to apply artificial intelligence algorithms to analyze the gathered data, aiming to uncover valuable patterns.
Natural language processing
The project had to pretrain the RoBERT model (unsupervised pre-training and pre-training as a classifier), adapted to determine the interpretable semantic similarity (iSTS) of two sentences in English.
Data Base for hospital
A group project from a C++ course. More details on the project structure: [link].
Leetcode
Solutions to leetcode tasks according to the roadmap.