moha_pic

Mohamed Elhilal Tekouk

I am currently pursuing a major in Statistics and Data Science at ENSSEA(Higher National School of Statistics and Applied Economics).

Tech Stack

tidymodels

Tidymodels

tidyverse

Tidyverse

ggplot

ggplot

markdown

Rmarkdown

leaflet

Leaflet

pandas

Pandas

matplot

Matplotlib

Projects

SBA Loan Default

This study is about analyzing data from the United States Small Business Administration (SBA) that gives banks guarantees to give loans to startups There have been many success stories of start-ups receiving SBA loan guarantees such as FedEx and Apple Computer. However, there have also been stories of small businesses and/or start-ups that have defaulted on their SBA-guaranteed loans , So our job is to find the loan that the owner can not repay to reject that loan and find the loans that the owner can pay to accept it,and the way to do that is by building model can predict default in loan.

Predictive model of AUTOONE's Car Prices

In this project, I made a predictive model for autoone's purchase prices The company buys cars and resells them. It is one of the largest companies in Germany and the world. i have created a model that enables the company to predict car prices, and this matter helps decision makers in companies to know what type of cars achieve more profits and what cars should be avoided.

Telecom Churn Prediction

I leverage the power of machine learning algorithms to analyze various data points and patterns, enabling me to make accurate predictions regarding customer churn. By employing advanced computational techniques.

About me

Hi My name is Mohamed Elhilal Tekouk, and I am currently pursuing a major in Statistics and Data Science at ENSSEA Algeria. My coursework has equipped me with a strong foundation in statistics, data analysis, and machine learning. I have had the opportunity to work on several data science projects, allowing me to apply my knowledge in practical scenarios. Additionally, my passion for data science led me to participate in datathons, where my team emerged as winners in the last competition organized by our school. Proficiency in Python and R enables me to effectively analyze data and develop robust models. While I am proficient in both languages, I find that R allows me to focus more on the data itself rather than the coding process. Recently, I have been expanding my knowledge through various machine learning courses, emphasizing the functionality of packages, particularly in R in data camp and coursera plateforms . I am currently engrossed in an MLOps course to understand how to deploy and maintain machine learning models effectively.

Contact

mohamedelhilaltekouk@gmail.com

+2130793408470