Unlocking immunogenicity insights from clinical reports with NLP

Unlocking immunogenicity insights from clinical reports with NLP

Most information about the immunogenicity of therapeutic peptides is locked in unstructured clinical reports. The client wanted to extract and structure this data to inform development of safe and effective treatments. Our Approach We built a robust extraction...
Automating antibody discovery: from data to development

Automating antibody discovery: from data to development

The Challenge The company aimed to perform a comprehensive analysis of camelid germline immunoglobulin V gene repertoires and assess homology to human counterparts. Manual analysis of thousands of sequences is time-consuming and prone to error. Our Approach We mined...
Solution design for efficient single and multi-omics R&D

Solution design for efficient single and multi-omics R&D

The client sought to transform its R&D bioinformatics capabilities, enabling efficient single-omic operations and facilitating multi-omics integration. They needed to harmonise data practices, define roles and responsibilities and plan a major organisational...
Uncovering biological mechanisms through metabolomic analysis

Uncovering biological mechanisms through metabolomic analysis

The Challenge MISAME‑III aims to evaluate a nutritional supplement for pregnant and lactating women and to understand the biology underlying fetal and infant health in rural Burkina Faso. The project involves multiple omics—including metabolomics, proteomics,...