Open to opportunities

Ayoub Inouss

@ayoubinouss

Message

I’m a data analyst and data scientist automating KPIs with Python and Power BI.

Morocco

Message

What I'm looking for

I’m looking for a role where I can turn complex data into reliable KPIs and dashboards, automate reporting with Python/Power BI, and apply machine learning and statistical forecasting in an agile, impact-driven team.

I’m a data analyst and data scientist with 2+ years of experience delivering automated reporting and KPI management, especially in the airport and telecom domains. At ONDA, I analyze and monitor operational KPIs across the airport network, build Power BI dashboards for real-time monitoring, and strengthen decision-making through structured reporting.

I also design and automate data pipelines—extracting, cleaning, and structuring data from internal systems, then using ETL approaches and Excel VBA/Python to improve data reliability and reduce processing time. My work blends statistical modeling and machine learning, including a KNN supply/demand matching pipeline and time-series forecasting with ARIMA, alongside clear communication through data visualization.

Experience

Work history, roles, and key accomplishments

Current

Statistical Engineer, Data Analyst

Current

Airports of Morocco (ONDA)

Nov 2023 - Present (2 years 9 months)

Analyze and monitor operational KPIs across the ONDA airport network and produce weekly and monthly reporting. Build Power BI dashboards and automate reporting using VBA, Power Query, and Python.

KPI Management Power BI DAX Power Query VBA Python Data Visualization ETL Data Cleaning Operational Analytics Dashboarding

Data Analyst

Orange Wholesale France

Jan 2022 - Jul 2022 (6 months)

Designed Power BI dashboards connected to real-time SSAS (SQL Server Analysis Services) cubes to track FTTH, interconnection, and mobile invoices and penalties. Built DAX measures and VBA macros to automate billing calculations and processing.

Power BI DAX SSAS VBA KPI Reporting Excel Macros Data Automation

Data Scientist

Act-Financial Services

Apr 2020 - Aug 2020 (4 months)

Developed a KNN machine learning pipeline for supply/demand matching, including web scraping, data cleaning, preprocessing, and feature engineering. Delivered visualization and results presentation applications using VBA-Excel.

K NN Machine Learning Web Scraping Data Cleaning data preprocessing Feature Engineering Python scikit learn Keras VBA Data Visualization

Data Analysis Intern

Ministry of Agriculture

Jul 2019 - Aug 2019 (1 month)

Modeled and forecast agricultural sector trends using time series methods (ARIMA) with statistical analysis and data visualization. Produced analyses using R and EViews.

Time Series Analysis ARIMA Statistical Analysis Data Visualization R EViews

Education

Degrees, certifications, and relevant coursework

Université de Lorraine (FST & Mines Nancy)

Master’s Degree, Mathematical Engineering for Data Science

2020 - 2022

Master’s program in Mathematical Engineering for Data Science, combining advanced mathematics with data science methods. Completed coursework at Université de Lorraine (FST) and related engineering institute tracks.