Inferring causality of the microbiome in gastric ulceration
The Challenge The faculty sought to understand how feed size and gastric microbiota contribute to ulcer development in pigs. Identifying causal relationships required advanced biostatistics and careful handling of complex microbiome data. Our Approach We built causal...
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...