Oscar Gomez
Data Science Intern
Professional profile
Mathematics and Computer Science graduate from NYU Abu Dhabi with industry and research experience in Data Science and Machine Learning in various domains (music analysis, credit, education, visualization, explainability).
Work experience
Developed and incorporated an interpretability module for machine learning models processing over 800 million data points across more than 220 schools in over 10 countries.
Major achievementIntegrated the Python and R back-end for the analytics app, allowing seamless use of models developed in both languages
Trained SVMs, Random Forests, and Neural Networks to predict customer credit risk from a FICO home credit dataset. Generated instance explanations for the models based on feature importance.
Major achievementWon Second Place in the FICO Explainable Machine Learning Challenge
Performed dimensionality reduction with deep autoencoders on the spectrogram of the audio and the extracted MFCCs. Developed an interactive webapp to explore musical similarity.
Major achievementLed the computational analysis for an Arab / African music collection with more than 10,000 songs.
Education experience
New york university abu dhabi | Undergraduate
