Custom single‑cell analytic pipeline & visualization toolkit
The Challenge The client works with large single‑cell RNA‑sequencing datasets that require advanced processing, scalable infrastructure and intuitive exploration tools. They wanted a central system for processing, analysing and visualising these data. Our Approach We...
ML‑based antimicrobial activity & toxicity prediction
The Challenge Antimicrobial resistance threatens global health, and designing antimicrobial peptides requires balancing efficacy and toxicity. Madam Therapeutics needed to predict activity and toxicity of synthetic peptides quickly to accelerate discovery. Our...
Defining therapeutic compound potential
The Challenge A biotech company specialising in therapeutic antibodies wanted to assess the potential of a lead compound in a novel disease indication. They needed to mine public single‑cell RNA‑sequencing datasets to evaluate target gene expression and understand...