01
AI tools for scientific work
Roche
Software and AI tools that help scientists work with complex data and workflows.
AI engineer in Basel, Switzerland
I build machine-learning systems and software for science.
Current
AI Engineer at Roche
Working on
Scientific ML & research tools
Background
UPenn CS · EPFL
01 / Selected work
A few things I've worked on. I'll add fuller case studies over time.
02
Molecular machine learning
Hitachi Energy
Graph neural network surrogate models for screening large molecular libraries.
03
Clinical-trial intelligence
Lucent
An end-to-end ML system for estimating clinical-trial outcomes from biomedical data.
02 / Research direction
Questions I keep returning to.
I'm interested in models that do more than make predictions. How can they help scientists explore evidence, test ideas, and decide what to try next? I also care about the software that makes those tools useful in practice.
- 01AI systems for scientific reasoning
- 02Machine learning for molecules and materials
- 03Software and interfaces for research
03 / Experience
I've worked in ML research, production AI, and scientific software.
Roche
AI Engineer
Building AI tools and production software for scientists.
Hitachi Energy
Machine Learning Research
Developed graph-based surrogate models for large-scale molecular screening.
Emissium
Machine Learning Engineer
Built forecasting and anomaly-detection systems for electricity-consumption data.
04 / Education & research
Graduate work in computer science, machine learning, and scientific research.
University of Pennsylvania
Master’s in Computer Science
Imperial College London
Visiting Researcher · MSc Thesis
EPFL
MSc in Chemical Engineering