Błażej Kotowski

Latent Space Divination is ongoing research and a series of experiments using different media, dealing with the epistemological implications of the computational revolution in the form of deep learning techniques that have led to the GPT-3 natural language model. The investigation focuses on the convoluted, numerical latent representations of knowledge held within the circuitry of the AI model, the inner workings of the algorithm itself, as well as the belief systems and sociocultural conditions underlying the emergence of the technology.

A two-year-long research project on a novel research-oriented task of rhythm dualization. For this task, I have worked with and developed new state-of-the-art deep neural networks. Designed architectures based on sequence-to-sequence learning and autoencoding. Constructed a dataset for the task and worked with data augmentation, feature extraction, dimensionality reduction, etc. The task also included comprehensive theoretical research on human rhythm cognition.

Preferly is a platform for referral marketing. The biggest part of it is an API for integrating user applications. It enables users to track customer referrals, generates statistics, and takes care of mailing. It also implements a complex anti-fraud system detecting system abuse attempts. There is also a WooCommerce plugin—written in PHP for implementing Preferly straightforward into an existing eCommerce based on WordPress.

Jourmie is a modern, interactive travel social network that I built from scratch. Besides having well-known social features like friends, private messaging, commenting, and so on—it provides a new approach to content creation. It integrated many different technologies like library media storage and conversion and WebSockets for real-time communication or Facebook, Twitter, and Google+ connections.