Pinned

1. HeartDiseasePrediction_WebApp HeartDiseasePrediction_WebApp Public

   Flask app that predicts the risk of heart disease based on a GBT ML model, and shows the confidence in the prediction as well as the factors behind the prediction (explainability).

   Python

2. HeartDiseasePrediction_ModelDev HeartDiseasePrediction_ModelDev Public

   Exploratory data analysis, model development and model explainability for the heart disease web application. Stack: Databricks, Pyspark, MLFlow, AutoML, Shapley, Docker.

   Jupyter Notebook 2

3. wikipedia-article-summarization wikipedia-article-summarization Public

   Summarizes Wikipedia articles with transformers T5 model. Productization with Python program, fastAPI REST API and streamlit (web app).

   Python

4. nlp-amazon-reviews nlp-amazon-reviews Public

   Performs topic modelling to identify the sentiment associated to recurring themes of iPhone reviews (such as battery, camera, etc...). Identifies if a text is a smartphone review, and computes its …

   Jupyter Notebook

5. datascience datascience Public

   Miscellaneous Data Science projects - data treatment, modelling, optimization, simulations, scraping.

   Jupyter Notebook

6. anomaly-detection anomaly-detection Public

   Detects anomalous data points in a time-series by various methods. Auto-stationarizes time-series. Stack: PyTorch, statsmodels

   Python