Technologies

At the platform we develop and implement a wide range of technologies such as:

• Scalable, portable and reproducible bioinformatics workflows using Nextflow, Docker, etc.
• Big data analytics to analyze large volumes of data efficiently
• Cloud computing to enable our researchers to access computing services and resources to run their workflows and data analytics
• Graph analysis to extract insights from graph-structured data
• Machine learning models for analyzing biological data, extracting insights, and making predictions
• Deep learning to extract valuable insights from biological data using neural networks with multiple layers on the field of genomics or proteomics
• Natural language processing applied in bioinformatics to extract meaningful information from text including scientific literature, databases, or biomedical documents
• Data visualization for developing visualization techniques and tools for exploring and communicating insights from data