Behavioral segmentation of open field in DeepLabCut, or B-SOID ("B-side"), is a pipeline that pairs unsupervised pattern recognition with supervised classification to achieve fast predictions of behaviors that are not predefined by users.

Filtering the stockmarket into clusters with financial ratios built on quarterly snapshots over 5 years of data. The goal was to see the evolution paths of companies over time and find clusters that develop future winners. Methods used, PCA, UMAP, HDBSCAN, KMeans.

Repository for fine-tuning and clustering sentence embeddings for Food Items

User Clustering Pipelines with BERT Models on Long and Heterogeneous Tweets - BSc Thesis

User Clustering Pipelines with BERT Models on Long and Heterogeneous Tweets - BSc Thesis

Celem projektu było wykonanie analizy budżetów partycypacyjnych polskich miast pod kątem istniejących w nich wspólnych tematów, trendów, zależności.

Document Clustering, Summarisation and Visualisation on 20NewsGroup

Group project for the NUS module "IT1244 Artificial Intelligence: Technology and Impact"

By utilizing various features, the Project assists the organization in categorizing countries and determining which country the NGO should allocate funds to.

Adapted BERTopic pipeline for Topic Modeling the arXiv dataset

Bachelor thesis is submitted in fulfilment of the requirements for the Bachelor of Science degree in the Department of Business Analytics and Information Technologies at the Faculty of Applied Sciences of Ukrainian Catholic University.

Topic Modelling of News Dataset