Who am I?

André Silva

PhD Student at KTH Royal Institute of Technology.

I work mostly on ML on code. My PhD topic is differentiable program repair: we translate programs into neural networks to perform repair at the numerical level.

Other than that, I have developed supervised and self-supervised LLM fine-tuning approaches for program repair, developed executable code benchmarks, evaluated the latest frontier models, and developed a tool to collect executable code datasets.

Contacts/Socials: andreans@kth.se X GitHub LinkedIn Google Scholar