- Improved the performance of the internal search engine by 7x by implementing a custom CUDA kernel and sparse matrices.
Research Assistant
Universidad de Deusto
Oct 2019 - Mar 2021(1 year 6 months)
- Improve the performance of a gluten detector by a factor of 3x, using Qualcomm Hexagon DSP and TFLite.
- Implement, Train and Optimize Deep learning models
Education
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Mathematical Engineering
EAFIT
Jan 2015 - Jul 2021(6 years 7 months)
Projects (professional or personal)
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H
medCLIP
HuggingFace
Jun 2021 - Jul 2021(2 months)
- I led the medCLIP team, in which we fine-tune CLIP with MIMIC‑CXR (Johnson et al. 2019) and ROCO (Pelka et al. 2018), in order to allow new multimodal medical applications, such as searching for medical images from text