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anomaly-detection

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

calculator_ci

datascience

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

heartdiseaseprediction_modeldev

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

heartdiseaseprediction_webapp

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).

hello-world

leetcode-patterns

A pattern-based approach for learning technical interview questions

leo-cb.github.io

🚀 Create a dynamic portfolio by just providing your GitHub username.

nlp-amazon-reviews

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 sentiment (negative, neutral or positive).

simple-devops-project

vulnerabilitydetection

vulnerability detection in python source code with LSTM networks

vulnerable-code

Identifies vulnerable python code.

wikipedia-article-summarization

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