Pinned

1. WeatherCNN_WarutNet WeatherCNN_WarutNet Public

   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

   Jupyter Notebook 2 1

2. MusicLyricEntropy MusicLyricEntropy Public

   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

   R

3. DataCenterSiteSelection DataCenterSiteSelection Public

   A Mixed Integer Optimization using GurobiPy to minimize the cost of a data center site selection with a diverse set of constraints. McGill

   Jupyter Notebook 3 4

4. AutomaticSleepStageClassifier AutomaticSleepStageClassifier Public

   Sleep stage automatic classifier using CNNs and LSTMs to process frequency signals of brain activity recorded via ElectroEncephaloGram EEG. Undergraduate thesis

   Jupyter Notebook 16 3

5. BigDataSparkClustering BigDataSparkClustering Public

   PySpark and MLlib based clustering for customer segmentation. Delivered as final project for Big Data Analytics course in undergrad program

   Jupyter Notebook 1

6. StemSalariesPrediction StemSalariesPrediction Public

   Machine Learning project in Python to predict the base salary of STEM positions

   Jupyter Notebook