Khaoula B.

STUDENT

352 dollar

Mon expérience

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LADY DAVIS INSTITUTE / MCGILL UNIVERSITYMay 2019 - August 2019

* Proposed models and expressions to identify the bias introduced by a feature in the measure of DNA methylation

* Evaluated the proposed correction of bias on data and compared the corrected measure of methylation with another basis

* Worked on identification of important interactions between gene and environment features in predicting infantile obesity
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ENSTA PARIS / APPLIED MATHEMATICS DEPARTMENTOctober 2018 - March 2019

• Modelled the water reservoirs vs client demands network
• Translated the optimization of the network as finding the flows minimizing the energy of the network
• Implemented various descent algorithms for the resolution of the constrained problem (BFGS, Newton…)
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ENSTA PARIS / APPLIED MATHEMATICS DEPARTMENTNovember 2018 - January 2019

• Descriptive analysis of a 1.5 M samples dataset of Los Angeles Crime Police Records
• Decomposed the time series for 5 of 135 crimes and studied their trend, seasonality and stationarity
• Forecasted the evolution of the crime rates using ETS and ARIMA models
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ENSTA PARIS / COMPUTER SCIENCE DEPARTMENTApril 2018 - June 2018

• Designed and implemented from scratch a personal version of Pac-Man
• Developed the ghost agent’s behavior and a graphical user interface using PyGame

Mes compétences

TensorFlow, Statistica, Spanish, Reinforcement learning, R Language, Python, Project Management, Microsoft Office Pack, Matlab, Machine Learning, LaTeX, Git, Deep learning, Data Science, Data analysis, C/C++