Who am I?
André Silva
PhD Student in Computer Science at KTH Royal Institute of Technology
I work mostly on machine learning for program repair. 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 done work on fine-tuning LLMs for program repair both in supervised and self-supervised settings, and have developed benchmarks that are representative of real-world tasks and can be used to evaluate the latest frontier models.
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