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Imad aouidaneIA
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Imad aouidane

@imadaouidane

Data Scientist at Djezzy, where I built forecasting models and data-quality safeguards for a natural-language KPI assistant.

Algeria
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What I'm looking for

I'm open to relocating internationally to Luxembourg, Canada, the UAE, or the UK, and to on-site, hybrid, or remote work.

At Djezzy's Data Science Immersion Program, I owned the data and intelligence track behind a natural-language assistant built over 13 months of commercial KPI data. I designed a six-dimension data-quality framework and applied econometric methods to distinguish genuine KPI relationships from spurious correlation.

I built a rolling-origin forecasting and scenario service, selecting 126 champion models from 245 candidates and supporting it with 107 automated tests. I also created the data catalogue, business glossary, and join matrix the assistant depends on to answer correctly.

As a freelance Founder & Data Scientist, I built a Streamlit oil and gas analytics application and prepared 2,500+ competitor products for a Power BI dashboard. Earlier, my Data Analyst internships at MDM Hasnaoui and LITMED PRO involved preparing reliable operational and healthcare data for analysis and reporting.

Experience

Work history, roles, and key accomplishments

FR
Current

Founder & Data Scientist

Freelance

Aug 2024 - Present (2 years 2 months)

Deliver end-to-end data projects—from business scoping and data preparation to modeling, visualization, and client-ready decision tools—across energy, e-commerce, and travel.
• Built a Streamlit oil & gas analytics application combining EDA, correlation analysis, bottom-hole-pressure prediction, and automated report export
• Scraped, cleaned, and normalized 2,500+ competitor products into PostgreS

DJ

Data Scientist — Data Science Immersion Program (DSIP)

Djezzy

Jun 2026 - Jul 2026 (1 month)

Selected for Djezzy’s Data Science Immersion Program and owned the data and intelligence track behind a natural-language assistant over 13 months of commercial KPI data.
• Designed a six-dimension data-quality framework with severity rules and query-time safeguards
• Applied cross-correlation, Granger causality, and cointegration/ECM to distinguish genuine KPI relationships from spurious correlati

MH

Data Analyst

MDM Hasnaoui

Feb 2025 - Apr 2025 (2 months)

Supported industrial analytics and predictive-use-case preparation by translating production data into reliable, KPI-aligned datasets.
• Cleaned and structured operational data for downstream analysis and modeling
• Mapped production variables to business KPIs and investigated data-quality issues
• Communicated analytical findings and data limitations to operational stakeholders
Methods: data prep

LP

Data Analyst

LITMED PRO

Mar 2024 - May 2024 (2 months)

Analyzed structured healthcare data to support reliable reporting and process-improvement decisions.
• Cleaned and validated patient-level records before exploratory analysis
• Investigated distributions, missing values, and inconsistencies affecting downstream use
• Summarized findings for process optimization while respecting healthcare-data confidentiality
Methods: data cleaning, exploratory da

Education

Degrees, certifications, and relevant coursework

IE

IELTS

IELTS Academic — English C1

Jan 2026

DJ

Djezzy

Data Science Immersion Program (DSIP)

Aug 2026

GE

Graduate School of Economics

Master of Social Science, Data Science for economics and business

2022 - 2025

Thesis: The Impact of AI revolution on companies revenue, A study case on Nvidia

FI

France Education International

TCF — French B2

Oct 2023

EN

ESGEN - Ecole Supérieure de Gestion et d'Economie Numérique

Preparatory Foundation Degree, Economics

2020 - 2022

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