Personal details
Mahmoud T.
Summary
Titled with a Statistics and Data Analysis Engineering degree with a solid problem solving thanks to my mathematics-physics background.
Having + 8 years of experience, passionate about anything related to machine learning, loving dealing with structured data, exploring data-mining insights for our daily issues tabular data, finding and creating new features through detailed analysis and approaching projects with different perspective.
My portfolio : https://drive.google.com/file/d/10ZTKen56YiXRG43ntIq4F46IWWv9q2Ne/view?usp=share_link
My linkedin
https://www.linkedin.com/in/mahmoudtrigui/
Technical skills
Work Experience
Building Data Science solutions for the VC industry.
All the projects and productions below were made with R Language
•Creating machines learning models to predict:
-Lifetime of a startup
-Likelihood of reaching Serie A
-Pre-valuation estimation
•Shiny App to visualize funding rounds data with gadget tools
•Clustering to find potential relationships between variables over time
•Outlier script to detect the potential misleading (multidimensional) information about a data-entry startup for both, numerical and categorical
•Creating pdf reports with CSS style using RMarkdown (using an endpoint to send the input via email automatically)
•Creating an algorithm to optimize the number of paths used to have a reasonable questions order
•Scraping some relative data about investors and startups
•Testing proportion variation in different round stages via hypothesis testing
•Investigating an investor data to have a complete distribution of all variables
•Creating a matching system to select the right investors for a particular entrepreneur based on different filters
•Some essais about paragraph summarizing
•Being part of an auto-filler script for forms online