Building ML Tools Scientists Will Actually Use
Kemal The Gap Between Models and Tools I’ve seen a lot of impressive ML models in biopharma that never get used. Not because the science is wrong, but because the tool…
Pharma Tech
Case Study: Predicting Trastuzumab Developability
Why Trastuzumab Is the Perfect Test Case When I built my antibody developability predictor, I knew I needed to validate it against a molecule where we actually know the manufacturing…
How I Built a Machine Learning Tool to Predict Drug Manufacturing Failures
A bioprocess engineer’s journey into machine learning and why the pharmaceutical industry desperately needs this bridge When I tell people I work in bioprocess engineering, I usually get blank stares.…