carlosfg97
Data Scientist. AI Engineer. 6+ yrs academic training. 4+ yrs industry experience.
Montreal, QC, Canada
Pinned Repositories
2022-ona-assignments
Assignments repo for ORGB 672 Organizational Network Analysis
AutomaticSleepStageClassifier
Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EEG. Undergraduate thesis
BigDataSparkClustering
PySpark and MLlib based clustering for customer segmentation. Delivered as final project for Big Data Analytics course in undergrad program
DataCenterSiteSelection
A Mixed Integer Optimization using GurobiPy to minimize the cost of a data center site selection with a diverse set of constraints. McGill
Kurling4Kids
McGill MMA BUSA649 Community Capstone Project. Client: Kurling4Kids
music-lyrics-analysis
An analysis of lyrics in rap music, involving web scraping, cosine similarity, MDS plots, LDA and topic modeling
MusicEntropyStatsR
Plotting, supervised and unsupervised techniques applied to music and lyrics dataset
MusicLyricEntropy
R-based project to analyze lyrics entropy by genre and decade. A hand-engineered feature "words-per-unique-word" is introduced and deeply studied. Spotify and Genius APIs are used
StemSalariesPrediction
Machine Learning project in Python to predict the base salary of STEM positions
WeatherCNN_WarutNet
Unconventional use of CNNs to process structured data (bidimensional panel data: multimodal time-series) and predict next day's weather summary with 96% Accuracy. McGill MMA
carlosfg97's Repositories
carlosfg97/AutomaticSleepStageClassifier
Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EEG. Undergraduate thesis
carlosfg97/DataCenterSiteSelection
A Mixed Integer Optimization using GurobiPy to minimize the cost of a data center site selection with a diverse set of constraints. McGill
carlosfg97/WeatherCNN_WarutNet
Unconventional use of CNNs to process structured data (bidimensional panel data: multimodal time-series) and predict next day's weather summary with 96% Accuracy. McGill MMA
carlosfg97/2022-ona-assignments
Assignments repo for ORGB 672 Organizational Network Analysis
carlosfg97/BigDataSparkClustering
PySpark and MLlib based clustering for customer segmentation. Delivered as final project for Big Data Analytics course in undergrad program
carlosfg97/Kurling4Kids
McGill MMA BUSA649 Community Capstone Project. Client: Kurling4Kids
carlosfg97/music-lyrics-analysis
An analysis of lyrics in rap music, involving web scraping, cosine similarity, MDS plots, LDA and topic modeling
carlosfg97/MusicEntropyStatsR
Plotting, supervised and unsupervised techniques applied to music and lyrics dataset
carlosfg97/MusicLyricEntropy
R-based project to analyze lyrics entropy by genre and decade. A hand-engineered feature "words-per-unique-word" is introduced and deeply studied. Spotify and Genius APIs are used
carlosfg97/StemSalariesPrediction
Machine Learning project in Python to predict the base salary of STEM positions
carlosfg97/Python_Tutorials
Python tutorials in both Jupyter Notebook and youtube format.
carlosfg97/Rcourse
The example R files for the ML and Big Data courses
carlosfg97/retailer-forecasting-clustering
forecasting and clustering techniques applied to a retail store "favorita"
carlosfg97/STEM_Salaries_Prediction
Predict the Base Salary for Data Science and other STEM jobs. Focus on categorical variable encoding.