Transfer Learning | Marcin Wylot, PhD

Conversational Support Summarization with Large Language Models

For a customer service organization processing thousands of daily support conversations, I developed an automated summarization system using fine-tuned FLAN-T5. The solution …

3 min read

Logo Generation with GAN

The goal of this project was to develop a Generative Adversarial Network (GAN) capable of generating unique logotypes for teams on a gaming platform. The trained GAN architecture …

1 min read

From ImageNet to X-Ray

Transfer Learning is a powerful tool allowing us to use huge pre-trained models and tune them for our task. In this post we review a case of transferring weights of a CNN …

11 min read