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Pierre Lavieille's Projects

abnormality-detection-x-ray icon abnormality-detection-x-ray

Chest X-ray Abnormalities Detection: Automatically localize and classify thoracic abnormalities from chest radiographs - Research Application - End-to-end prediction and inference pipeline - Dash app to visualize result

chain-ladder-actuarial-science-paper icon chain-ladder-actuarial-science-paper

I write a paper on Chain-Ladder, Munich Chain-Ladder and PIC method to foresaw the triangle of amounts paid and incurred on an open source auto dataset.

fico-challenge-2019 icon fico-challenge-2019

My very first Data Science project I did during my class of Statistical Machine Learning (STATS 3612) during my exchange at Hong-Kong University. The goal of this project was to creat an efficient and interpretable classification model to predict a loan quality.

nlp-datacamp icon nlp-datacamp

The aim of this project was to design a rebranding strategy for a Luxurious restaurant in London, through web scrapping, topic and sentiment analysis, and business analysis. You will find our work on the scrapping of those data from internet, our cleaning of the data our EDA and finally some NLP modelling.

ramp-predicting-air-passenger icon ramp-predicting-air-passenger

The goal of this project was to predict the number of passengers per fly for a given company in the US (fake output), for national travels only.

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