Major in Mathematics
Major in Education
Minor in Philosophy
Master's Degree in Big Data
PhD candidate (Applied mathematics, Statistics, Optimization)
I'm a mathematician who decided change path from teacher to data scientist. I love working with data, performing models, preparing the data all the process involved.
This portfolio shows some projects I am and I've been working on since I started the master's degree. More projects soon to be added.
A collection from simple to more complex analysis and tools, including NLP and the use of Keras, ScikitLearn, Pandas, Numpy, etc.
- COVID-19 Impact on Digital Learning (from Kaggle)
- Myers–Briggs Type Indicator Personality Predictor using Machine Learning, Deep Learning and Fuzzy Logic (from Kaggle)
- SOM neural networks and probability of fraude
- Convolutional Neural Network CNN + Data Augmentation from Cifar10 and Cinic10
- Neural Network with Fashion Mnist using Tensorflow
- Neural Networks with KerasRegressor and GridSearch