I build and evaluate machine learning systems end to end: data, models, retrieval, and the measurement that says whether they work. Open to AI, ML and data science roles.
Open to selected projects where a model has to be built, checked or explained: retrieval and LLM applications, NLP (including Persian), computer-vision prototypes, and evaluation.
I work on how language models use retrieved evidence, on Persian NLP, and on medical image segmentation. My latest study is public with its code and every model output.