Capucine Tournemine
@capucinetournemine
Data Scientist turning operational data into predictive insights and automation.
MexicoWhat I'm looking for
I’m a Data Scientist with a strong engineering foundation in the aviation industry, combining hands-on experience in data analysis, predictive modeling, and process automation with a Data Science & AI bootcamp at Le Wagon covering the full ML stack—from data engineering to deep learning and MLOps.
At Transavia (Air France-KLM Group), I automated data pipelines and reporting using Power Automate and Power BI (TRAX), including email parsing of contractor Excel reports into a live dashboard for weekly performance reviews. I built predictive maintenance KPI dashboards with automated alerts for ~10 daily users, helping anticipate parts orders and prevent AOG.
I also led digital tools deployment (PowerApps, Power Automate, external vendors), coordinating with IT and managing a 2-person project team. I delivered three application deployments focused on fault detection & analysis, real-time between-flight intervention tracking (~50 ops/day), and purchase request management across a multi-million-dollar budget scope, while delivering training sessions to technical and operational teams.
Earlier, as a CAMO Performance Engineer intern at Corsair, I developed and automated fleet analytics reporting with Skywise/Palantir, producing dashboards for 9 aircraft and enabling weekly management and monthly executive views. I built a predictive engine penalty cost model from scratch (SQL, Skywise), forecasting $2M+ in end-of-year penalties and designing it to self-adjust as operational data accumulated—achieved as a solo, self-taught contributor within a 6-month internship.
Experience
Work history, roles, and key accomplishments
Methods & Process Engineer
Transavia
Jan 2023 - Jan 2026 (3 years)
Automated contractor Excel report ingestion and dashboard refreshes, and built predictive maintenance KPI dashboards with automated alerts for ~10 daily users to help prevent AOG events. Led 3 Power Platform application deployments with a 2-person team, supporting real-time between-flight intervention tracking (~50 ops/day) and streamlined purchase request management.
CAMO Performance Engineer
Corsair
Mar 2023 - Sep 2023 (6 months)
Developed 4 fleet-performance dashboards and automated weekly/monthly reporting for management and executives across 9 aircraft. Built a predictive engine penalty cost model from scratch using SQL and Skywise, forecasting $2M+ in end-of-year penalties and adjusting as operational data accumulated.
Education
Degrees, certifications, and relevant coursework
IPSA - Institut Polytechnique des Sciences Avioniques
Master Degree, Mechanics & Structures
2018 - 2023
Activities and societies: Specialization: Mechanics & Structures; Python, SQL, MATLAB, Statistics; Certifications: TOSA Excel/VBA; TOEIC 930/990.
Earned a Master Degree at IPSA with a specialization in Mechanics & Structures and training in Python, SQL, MATLAB, and statistics. Completed certifications including TOSA Excel/VBA and achieved TOEIC scores of 930/990.
Universidad LaSalle México
2021 -
Completed an exchange semester at Universidad LaSalle México in Mexico City.
Le Wagon
Data Science & AI Bootcamp, Data Science & AI
2026 -
Activities and societies: Advanced Statistics, Advanced Python, SQL; ML (Scikit-Learn, XGBoost); Deep Learning (TensorFlow/Keras); MLOps (Docker, MLflow, FastAPI); Cloud (BigQuery, Google Compute).
Completed a Data Science & AI Bootcamp in Paris, covering advanced statistics and Python, ML (Scikit-Learn, XGBoost), deep learning (TensorFlow/Keras), and MLOps practices. Included projects spanning Docker, MLflow, FastAPI, and cloud tooling such as BigQuery and Google Compute.
Availability
Location
MexicoAuthorized to work in
Job categories
Interested in hiring Capucine?
You can contact Capucine and 90k+ other talented remote workers on Himalayas.
Message CapucineFind your dream job
Sign up now and join over 250,000+ remote workers who receive personalized job alerts, curated job matches, and more for free!
