Experienced in applied data science and graduated with an MBA, I like to embrace multiple roles.
I’m a maker who values impact, agility & intelligence.
I’m looking for a technical role to continue to grow my data science skills,
after improving my business skills during the last 2 years.
Experience
- Now⎹2021
Lecturer @ ENACToulouse, France
- ML course for engineers: 45h course, 50+ students ML teaching
- Now⎹2020
AI Product Manager & Lead Data Scientist @ AirbusToulouse, France
Model integration platform for aircraft program business analysis: analysis time reduced from months to minutes backlog definition modeling UI design
Aircraft virtual assembly to prevent production issues: 5M€ savings / year backlog definition UI design technical debt management architecture design
Grow the team & find opportunities: 3 recruitments recruiting business development
Customer financial risk anticipation exploratory data analysis data preparation modeling
Supplier financial risk monitoring: 1500+ suppliers data preparation dashboarding
- Now⎹2020
Lecturer @ Toulouse Business SchoolToulouse, France
- AI & decision-making course for executives: 3 classes, 80+ students ML teaching
- 2020 • 2 years⎹2018
Manager Data Scientist @ Capgemini InventParis & Toulouse, France
Grow the team & find opportunities: 10 recruitments recruiting business development
Information extraction from Airbus’ customers feedbacks with NLP & deep learning: 80% automation & 1M€ savings / year data preparation modeling junior coaching
ML course for Airbus quality specialists: 20 students ML teaching
- 2018 • 1 year⎹2017
Senior Data Scientist @ Capgemini InventParis & Toulouse, France
Supplier non-quality prediction with model stacking: 1M€ savings / year data preparation modeling junior coaching
Bank products recommender system with autoencoder data preparation modeling dashboarding
- 2017 • 1 year⎹2016
Data Scientist @ AirbusToulouse, France
- Automation of forecast of airliners market demand: analysis time reduced from months to minutes data preparation modeling
- Data referential management by cleaning & fusioning data from 10+ sources data preparation
- 2016 • 4 years⎹2012
R&D System Designer @ AirbusToulouse, France
Empowerement workshop of a 60-people team change management agile coaching
Disruptive & multimodal aircraft cockpit backlog definition UI design
Architecture design of safety-critical systems (future cockpits) architecture design
- 2012 • 2 years⎹2010
Scientific Engineer @ NoveltisToulouse, France
- Calibration of a space spectrometer: 250+ GB analyzed data preparation modelling
Education
- 2016 - 2017
- Udacity - Data Analyst Nanodegree
- 2015 - 2017
- Master of Business Administration @ Toulouse Business School Toulouse, France
- 2015
- Machine Learning @ Coursera & Stanford
- 2015
- Creation & Developement of Technological Startups @ Coursera, Ecole Polytechnique & HEC
- 2009 - 2010
- M2: Remote Sensing (ML, signal processing & physics) @ Ecole Polytechnique Palaiseau, France
- 2006 - 2009
- M1: Engineering @ Ecole Polytechnique Palaiseau, France
- 2004 - 2006
- Preparatory classes: MP* @ Lycée Fermat Toulouse, France
Skills
Data scientist exploratory data analysis data preparation modeling dashboarding explainability
Senior Data scientist junior coaching ML teaching
Tech lead technical debt management coding best practices architecture design
Business consultant business development need analysis change management
Product manager backlog definition agile coaching UI design
Manager performance management recruiting
Technologies
Machine Learning sklearn pytorch SHAP lime gensim gemseo pytorch-lightning keras
MLOps & DevOps kedro neptune dvc AWS Batch AWS EC2 ansible bash git flake8
Data Engineering python pandas pyspark polars dask numpy sql fortran77
Dashboarding & Front-end panel dash plotly seaborn altair JS Vue.js Nuxt.js
Open Source Contributions
🎵 Scribbleton Live: an in-browser audio workstation, deployed here 👉 scribbleton.live Vue.js Nuxt.js
📝 HuMa: a blog about Humans & Machines, deployed here 👉 qchenevier.github.io/huma Vue.js, Nuxt.js
📄 Resume: this resume, generated from markdown to 👉 web page and 👉 pdf
🐼 Pandas Pipeline Graphviz: generate an explanative schema of a data pipeline python pandas graphviz
👨🏫 Cours IA: a course on Artifical Intelligence for the MBA of TBS (in french 🇫🇷) available as a 👉 html presentation
⚙️ Ansible Sagemaker: infrastructure as code to mimic AWS Sagemaker Notebook ansible AWS EC2
🌍 Eumetsat OSX Wallpaper: real time view of our planet in your macbook’s wallpaper python
Hobbies
- Travelling
- around 20 countries visited: Canada, Vietnam, Kazakhstan…
- Learning
- Enlightenment Now - Steven Pinker | Drive - Daniel Pink | Thinking Fast & Slow - Daniel Kahnemann | Nudge - Thaler & Sunstein | Value Proposition Design - Strategyzer | Business Model Generation - Strategyzer | Le Triple Moi - Gysa Jaoui | Clean Code - Robert Cecil Martin | The Value of Everything - Mariana Mazzucato | Sapiens - Yuval Noah Harari | Don’t Make Me Think - Steve Krug
📞 +33 7 77 05 38 13 • 📧 quentin.chenevier@gmail.com