Jakub Šmíd Email & Phone Number

Pilsen, Plzeň, Czechia

I work as a machine learning engineer. My job involves developing text-processing pipelines, researching new machine learning approaches, and adapting our NLP algorithms for new use cases. My primary goal is to develop Transformer-based models that meet both our internal needs and those of our customers. These models are designed to be fast, memory-efficient, and capable of processing long sequences, while also being optimized for smooth operation and fine-tuning in low-resource environments, such as CPU-only systems. Recently, I have also been working on large language models to improve the experience of our customers with prompting. Occasionally, I help with the development of the backend of our application.

Pilsen, Plzeň, Czechia

As a PhD student, I am involved in researching multilingual, cross-lingual and multimodal natural language processing models.

Doctor Of Philosophy - Phd, Computer Science And Engineering – Neural Networks For Automatic Natural Language Processing

Doctoral thesis topic: Cross-lingual Aspect-Based Sentiment Analysis

Inženýr (Ing.), Software Engineering / Natural Language Processing

Master's thesis topic: Cross-lingual Aspect-Based Sentiment Analysis

Bachelor (Bc.), Computer Science

Bachelor's thesis topic: Text Polarity Detection Using Cross-lingual Transformation