Jonathan Bouniol
Data · AI · Business
I turn complex data
into business clarity.
I bridge the gap between data science, AI, and business strategy. 15 consulting-grade case studies with partners like BCG, Louis Vuitton, BNP Paribas, Asmodee, and Carrefour — 4x winner, built to deliver real impact. Currently pursuing an MSc at Mines Paris PSL × Albert School, obsessed with using AI to solve business problems that matter.
Capabilities
What I Actually Build
Not buzzwords. Real systems, real analyses, real impact across industries from defense to luxury to finance.
Data Engineering
Structuring complex datasets, building pipelines, and creating data architectures that scale across enterprise systems.
AI for Business
Applying machine learning and AI frameworks to real business problems — not demos, but deployed solutions with measurable impact.
Strategic Analytics
Deep-dive analyses that connect data insights to C-level decisions. 18+ business cases across Fortune 500 companies.
Defense & Sovereign Tech
Data structuring for sensitive environments. Experience with French Defense digital transformation and security-first architectures.
Automation
Automating workflows, reporting pipelines, and operational processes. Reducing manual overhead by building systems that run themselves.
Business Deep Dives
Consulting-grade case studies. Problem definition, data analysis, strategic recommendations, and actionable frameworks.
Portfolio
Projects
Business Deep Dives, personal builds, and side projects. From 3-week consulting intensives to AI-powered apps.
Business Deep Dives
15IT Practices Audit & Optimization
Analysis of a 15,000-line dataset to visualize IT practices, identify inconsistencies, and propose concrete optimizations.
Commercial Resource Optimization
Optimizing commercial resources at Leroy Merlin and Bricomarche using sales, advertising, and merchandising data.
Startup Ecosystem Growth Analysis
Web scraping to build a startup database, then descriptive analysis of the Aix-Marseille ecosystem to identify new income levers.
Strategic Growth Plan
Strategic decisions to promote growth while improving the experience for students, institutions, and partners — no data, pure strategy.
South Korean Market Strategy
Strategy to boost Louis Vuitton's position in the South Korean market using sales and client data from the HKMT region.
Railway Incident Prediction via ML
Analyzing the correlation between weather conditions and railway incidents to predict daily defects using machine learning.
Military Vehicle Recognition with AI
3-day hackathon — training a ResNet18 model for vehicle recognition and exploring military applications of computer vision.
BNP Paribas Strategic Case
Business deep dive on BNP Paribas — strategic analysis with data-driven methodology. Finished 2nd.
Beer Assortment Optimization
Optimizing the beer assortment strategy across Carrefour stores in Grand Est, Normandie, and PACA regions.
Optimal Sea Route Optimization
Defining optimal sea routes for CMA-CGM to minimize costs and carbon footprint using an optimization algorithm.
Industrial Drone Business Plan
Building a 3-year business plan in Excel to estimate funds needed to launch an industrial drone company.
Digital Marketing Strategy with GenAI
Allocating a 1M euro marketing budget across 5 digital channels for an eco-responsible hiking brand, using GenAI for ad creation.
Predictive HR Dashboard
Building an analytical and predictive Qlik Sense dashboard for the Minister of Armed Forces to supervise workforce evolution.
Euro High Yield Fund Flow Analysis
Analyzing 4 years of fund inflows and outflows to identify patterns, optimize collection periods, and model customer behavior.
Game Recommendation Engine from Player Behavior
Analyzing 20GB+ of player behavior data on Board Game Arena to map natural game connections and build personalized game journey recommendations.
Background
Experience & Education
Experience
Leadership & Involvement
Campus Leader
Notion
Selected for Notion's international Campus Leader program. In charge of developing the Notion community at Albert School — promoting productivity and project management tools among students, professors, and campus associations.
Student Representative
Albert School
Student fairs across Paris, Marseille, Lyon, and Geneva. Open days, campus tours, mentoring high schoolers during immersion weeks. Hosted a workshop for 200 students in a Luxembourg high school.
Ambassador
Capgemini
Representing Capgemini on campus — bridging tech consulting with the student community at Albert School.
Education
MSc Data & AI for Business
Mines Paris PSL x Albert School
Advanced double-diploma program combining data science, AI engineering, and business strategy at France's #1 engineering school.
Bachelor Business & Data
Albert School x Mines Paris PSL
Europe's first data-centric business school. 15+ Business Deep Dives with BCG, Louis Vuitton, BNP Paribas, Asmodee, and more. Double diploma with Mines Paris PSL.
Baccalaureat — High Honors
Ecole Pascal
Specialization in Mathematics and Social & Economic Sciences (SES), with advanced mathematics option (Maths Expertes).
Ask me anything
An AI search interface to explore my projects, skills, and experience. Powered by Mistral AI over my entire portfolio.
Stack
Tools & Methods
The technical and strategic toolkit I bring to every project.
15
Business Deep Dives
4
BDD Wins
5
Finalists
10+
Industries Covered
Languages & Data
ML & AI
Visualization & BI
Data Engineering
Business & Strategy
Tools & Productivity
Contact
Let's connect
Open to opportunities in data engineering, AI strategy, and consulting. Available for conversations about how data transforms business.