Data Scientist with 10+ years of experience specializing in structured data analytics/machine learning, time series forecasting, and NLP solutions. With expertise in both R and Python ecosystems.
I am particularly passionate about feature engineering and its crucial role in machine learning effectiveness.
Core competencies include:
▪ Structured tabular data analysis & ML solutions
▪ Time series forecasting
▪ Clustering algorithms
▪ NLP & LLM implementations
▪ Advanced feature engineering
Consistently expanding expertise through competitive programming and continuous learning from
leading educational platforms. Combines technical proficiency with strong analytical thinking to deliver
impactful data-driven solutions.
For more, i invite you to visit my website : https://www.mahmoudtrigui.com/


Building Data Science solutions for the VC industry.
All the projects and productions below were made with R Language
•Cr...
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