Tag: Biotechnology - Jan Švec

AI in education, companies and biotechnology

27-28 April 2026

Applied AI AI in Education Biotechnology Community

Artificial intelligence is moving into education, engineering and biotechnology, but each field asks different questions about usefulness and responsibility. In the Naučíme AI podcast, I discussed how people can work with AI without reducing the subject to a single chatbot. The conversation connects university teaching, company adoption and interdisciplinary research through practical examples.

Context-aware synthetic promoter design using neural networks enables rewiring of eukaryotic transcriptional networks

March 17, 2026

Machine Learning Biotechnology

Synthetic biology needs better ways to design regulatory DNA while reducing the number of laboratory experiments. Our article in npj Systems Biology and Applications uses neural networks to find context-aware locations for inserting transcription-factor binding sites into promoters. The result connects machine-learning model design with biological constraints and experimental validation.

# Biotechnology

AI in education, companies and biotechnology

Context-aware synthetic promoter design using neural networks enables rewiring of eukaryotic transcriptional networks