Diego O.
Mexico
UTC-06:00 (America/Mexico_City)
Highly skilled Data Scientist and Machine Learning Engineer with 6 years of experience in building predictive models for large-scale data sets.
- I developed and programmed a Siamese neural network model under my guidance, capable of predicting patient outcomes based on multiple factors.
-I took the responsibility of maintaining legacy code, refactoring it as necessary and creating pertinent UnitTests. This dedication resulted in the update of more than 10,000 lines of code, maintaining a high standard for the codebase.
- I innovatively implemented a Python solution combining pyTorch and OpenCV for the identification of theft events in supermarket stores. This initiative led to annual savings of over 3 billion USD for the client.
- I optimized and systematized a computational pipeline for preprocessing and analyzing medical images, resulting in a remarkable 20-fold increase in output efficiency.
-I improved existing ML algorithms, effectively reducing processing time requirements from 8 hours to just 10 minutes, while maintaining an accuracy rate of over 97%.