Hi, I'm Mathis Nande

Data Scientist & Research Scientist

Designing ML frameworks and optimization models to solve real-world problems. Passionate about transforming complex problems into data-driven solutions.

Mathis

About Me

I am currently studying Data Science and Statistics at the Toulouse School of Economics. I also follow a Magistère, which is a more research-oriented training. Moreover, I have a double bachelor's degree in Mathematics and Economics. So overall, my background is based on mathematics, statistics, and economics.

Since I was young, I have always enjoyed solving problems using data. What I like is the thinking part: understanding a situation, finding the right method, and building something useful. I've worked on everything from flight trajectory analysis to GenAI chatbots, optimization models for multinational companies, and data visualization projects.

Technical Stack: Python (NumPy, Pandas, Scikit-learn, PyTorch, Flask, Streamlit), R, SQL, STATA, SAS, VBA, Pine Script, LaTeX, Google Cloud Platform, Deep Learning, Time Series Analysis, Econometrics

Languages: French (Native) • English (B2 to C1 - TOEFL)

Experience

Jul 2025 - Present
Tensaure

Co-Founder

Tensaure (born from Google Hackathon)

Entrepreneurship

After the Google hackathon, we met with CEOs of some large companies. That led to the creation of my startup, Tensaure. We built optimization models for a large international fast-food chain. I can't share too many details because we are under contract, but it was a great experience in building real solutions for a real business.

I led the technical roadmap, cloud architecture design, and end-to-end model deployment. We managed the full product lifecycle from conception to production.

May - Nov 2025
OpenAirlines

Data Scientist & Research Scientist - Science Team

OpenAirlines

Internship

I started my gap year with a 6-month internship at OpenAirlines, in the Science Team. OpenAirlines develops software to help airlines reduce fuel consumption and CO₂ emissions. The platform is used by 70+ airlines worldwide, and in 2024 alone, users saved 555 million kg of fuel, avoided 1.75 million tons of CO₂, and achieved $614 million in cost savings.

Product Mission:
My mission was to create the first benchmark tool between airlines featuring leaderboard scoring across routes, approaches, trajectories, and flight strategies. The tool needed to enable performance comparison on multiple dimensions: route efficiency, fuel consumption patterns, approach techniques, and operational strategies. All of this designed into a user-friendly interface that makes complex trajectory analysis accessible to airline operations teams.

Scientific Challenge:
To build this product, I had to solve a research problem based on flight trajectories from public ADS-B data. The issue: there are too many flights and too much data to compare everything directly. We needed a way to tell if two flights are similar without comparing every flight to every other flight. I read a lot, a lot, a lot of literature, and I chose to use MinHash and LSH, which are algorithms used in search engines. For the first time in aviation, I applied these algorithms to flight trajectory comparison. It worked very well, enabling the product vision to become reality.

Whiteboard with flight trajectories

The best thing about working on trajectories is you don't even have to erase the whiteboard to make it unreadable after a meeting :)


Tech Stack: Python, Google Cloud Platform, Deep Learning, Clustering, MinHash, LSH, ETL Pipelines, Git

Jul - Oct 2024
Google

Grand Finalist - Google × ThinkYoung Hackathon

Google Paris

Award

I took part in a hackathon organized by Google. My team reached the Grand Final in Paris at Google HQ. We built a chatbot that could access real-time news by connecting it to AFP APIs and other EU data sources. At that time, chatbots did not have access to the internet, so it was a new and useful idea. It was a great challenge and a great moment.

We deployed the solution on Google Cloud Platform and brought it to production through a partnership with AFP. This success led to the creation of Tensaure.

Google Hackathon Grand Final

Presenting our chatbot at Google HQ... nervously hoping the demo wouldn't crash in front of everyone :)

GenAI LLM GCP APIs Production
Jun 2024
🏆

Best Data Visualization Award 2024

Le Sphinx • All French Junior-Enterprises

Award

I won the Best Data Visualization Award among all French Junior-Enterprises. The theme was "Valuing the Junior-Enterprise network: identifying acquisition channels." The goal was to create a clear and powerful dashboard to help people who do not have the full data view quickly understand the key information.

Data Visualization Award

Learned that storytelling does 90% of the work in data viz... as long as the data plays along :)

Data Viz Analytics Dashboard UX Design
May - Jul 2024
Toulouse Airport

Data & Innovation Project Manager

Aéroport de Toulouse Blagnac

Internship

I did an internship at Toulouse Airport. This time, it was less technical, but it was very interesting. I worked on projects from A to Z: understanding the problem, choosing the technology, and bringing the solution to production. I led three IT projects end-to-end within the Engineering & Innovation Department. This experience taught me how to manage projects end-to-end and improve operational efficiency across the department.

Toulouse Airport aerial view

Here is the airport in question, adjacent to the Airbus factories!

Jul - Aug 2023
DGA

Junior Data Analyst / Developer

DGA - French Ministry of Armed Forces

Fixed-term contract

My first experience was at the DGA, in the French Ministry of Defense. I worked as a developer and data analyst. I helped create tools to solve real operational problems: tools and interfaces for secure data storage and retrieval across the internal network. It was the first time I saw how data and code can make a difference in the real world.

The initial contract was extended through the creation of OTD Expertises, my first company, to continue providing data services to the ministry.

Classified

sorry, can't show that ¯\_(ツ)_/¯

Tech Stack: VBA, Python

2022 - 2025
TSE Junior Etudes

Head of Information Systems

TSE Junior Etudes & CNJE

Entrepreneurship

I led IT strategy and operations for TSE Junior Etudes, a Junior-Enterprise specialized in economics, statistics, and data science consulting. I managed digital infrastructures and led multiple IT projects from conception to deployment.

I automated data flows and optimized analytics tools, which improved operational efficiency and project delivery speed for our consulting teams.

Leadership IT Management Consulting Automation
2016 • Age 13
Team Barigo

Founded My Own Clothing Brand - Team Barigo

13 years old

Entrepreneurship

At 13, I decided to launch my own clothing brand: Team Barigo. I handled everything from A to Z: design creation, e-commerce website development, inventory management, shipping logistics, and social media marketing. I released 2 full collections and built a community of over 1,000 followers on Instagram.

This experience taught me the fundamentals of e-commerce, digital marketing, and the importance of building a brand identity. I learned that social media plays a huge role in connecting with your audience and growing a business.

Team Barigo - Best-selling hoodie

The best-seller: super comfortable and way too cool for a middle school comeback! Perfect for making an entrance in 5ème 😎

E-commerce Fashion Design Social Media
2015 • Age 12
🎮

Created My First Android Mobile Game

12 years old

Entrepreneurship

From a very young age, I was fascinated by the infinite possibilities that programming could unlock. The idea that I could create anything I imagined through code was absolutely captivating. At 12 years old, I built and released my first Android mobile game.

My first Android game from 2015

At that age, design wasn't my top priority... but hey, for 2015 standards from a 12-year-old, it was pretty decent! 😄

Unity Android Mobile Development Game Development

Education

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Toulouse School of Economics:

• 1st Economics School in France (Shanghai Ranking 2025)

• 3rd in Europe (Shanghai Ranking 2025)

• 8th Research Center in Economics worldwide (RePEc Ranking)

🎓

Master's in Statistics and Econometrics - Data Science Track

Toulouse School of Economics • 2024-2025

Advanced training in Statistics, Probability, Econometrics, Game Theory, Data Analysis, Time Series Analysis, Machine Learning, and Programming. Focus on applying rigorous statistical methods to solve complex real-world problems.

🔬

Magistère in Economics and Statistics

Toulouse School of Economics • 2023-2026

Research-oriented program combining advanced mathematics, statistics, computer science, and economics.

📊

Double Bachelor's Degree in Mathematics and Economics

Toulouse School of Economics • 2021-2024

Dual degree providing a strong foundation in mathematical modeling and economic analysis. Majored in Algorithmics, Advanced Programming, and Python-based development projects using NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, PyTorch, Flask, and Streamlit.

Toulouse School of Economics

Where I spent my first years of studies, in the heart of Toulouse.

Other Elements and Research

🔬

Research Paper: Novel ADAM-like Optimizer

Ongoing Research • 2025

Currently working on a research paper introducing a novel ADAM-like optimizer with boosted momentum velocity. This work aims to improve convergence speed and stability in deep learning optimization.

Deep Learning Optimization Research Machine Learning
🔒

SafeMask — Use AI without leaks

Chrome Built-in AI Challenge 2025

SafeMask Banner

Every day, sensitive snippets leave companies before anyone notices: names in support tickets, IBANs in emails, API keys in chat boxes. SafeMask solves this locally. It anonymizes your text on the device before you share it and lets you de-anonymize later when needed. No servers. No logs. No network dependency.

Privacy by design: 100% on-device processing powered by Chrome's Built-in AI (Prompt API, Proofreader API, Summarizer API, Rewriter API). Your content never leaves the browser.

Business-ready: Reduce data leak risk without blocking productivity. Works on any website, editor, or form field. Reversible tokens like EMAIL_8A1B2C enable safe collaboration and accurate traceability.

How it works: Paste → Anonymize → Share → Copy back → De-anonymize when needed, all locally. Ultra-fast UX with a floating button, 3 clicks, and you're done.


🔗 View on GitHub

Chrome Built-in AI Privacy JavaScript Browser Extension Security
📈

Open-Source Trading Indicator

TradingView • 2021

Designed and released an open-source financial market analysis algorithm written in Pine Script for the TradingView platform. Currently used by several thousand users worldwide.

Pine Script Python Open Source Finance

I have worked on many other projects during my academic journey and would be happy to discuss them with you.

Get in Touch