Description

Technical Product Manager – Data & AI

I am a Technical Product Manager with a strong background in data science and algorithm development, notably in the health tech sector. I help product and engineering teams design, develop, and deploy high-impact data and AI products.

I work at the intersection of product, data science, and engineering, turning complex technical challenges into concrete, user-focused solutions.

How I can help

Define product vision and data/AI strategy
Translate business and user needs into clear technical specifications
Structure and lead the product lifecycle (discovery, prioritization, delivery, continuous improvement)
Design and launch data-driven or ML-powered features
Define KPIs, product metrics, and experimentation frameworks
Coordinate product, data science, engineering, and design teams

Types of projects

Data / AI / machine learning products
Algorithm development and production deployment
Data platforms and analytical products
Products based on connected devices, digital health, or sensor data
Optimization and improvement of ML models or product metrics

What I bring

A strong product + technical hybrid profile
Hands-on experience with algorithms and ML systems in production
The ability to structure complex problems and align cross-functional teams

I am particularly interested in projects in health tech, climate tech, sustainable mobility, and impactful data/AI products.

Looking forward to hearing from you!

Langues

Français
Bilingue ou natif
Anglais
Capacité professionnelle complète
Espagnol
Capacité professionnelle limitée
Italien
Notions

Préférences en matière de lieu de travail

Accepte de travailler sur site

Amsterdam (jusqu’à 15 km)

WITHINGS
DATA PRODUCT MANAGER
HIGH TECH
juillet 2023 - Aujourd'hui (2 ans et 11 mois)
Paris, France
Initiated the creation of a Data PM role to bridge Product and Data teams.
- Work in team with PMs on every step of the product lifecycle: discovery, specification, priorization, delivery.
- Ownership of data-related fetaures, role of health data and algorithms expert.
- Handling technical implementations on some algorithms.
Lead the standardization and rationalization of health metrics scoring, deployed on new version of Withing's Health Improvement Score.
- Specification and supervision of implementation by a Data Engineer, code reviews, testing.
Lead the conception ofVitality (daily Recovery, Effort and Night Vitals analysis).
- Improvement of HRV algorithm embedded in device, conception of censoring indicator.
- Construction of aggregated indicators to assess recovery quality of sleep, implementation.
- Coordination of Research, Design and App teams for feature development and release.
Improved ScanWatch calorie burn algorithm based on accelerometer and heart rate data.
WITHINGS
DATA SCIENTIST
HIGH TECH
mars 2020 - juin 2023 (3 ans et 3 mois)
Paris, France
Developed, integrated and deployed a new sleep detection algorithm for Withings' Scanwatch, based on data from accelerometer and PPG (giving access to heart rate) sensors.
- Bibliography on sleep and on state of the art sleep detection using wrist-worn devices
- Set up and managed an internal raw data collection campaign to build a training dataset for sleep detection (with declarative labels collected via a form) - Exploration in python: signal processing, features engineering, model training (XGBoost), post-processing heuristics and performance evaluations
- Translation of model in C and integration in the watch's firmware
- Testing and release in production on new ScanWatch 2 range
Lead the development of a low/high resting heart rate alerts feature for ScanWatch.
- Discussions with cardiologists to understand how to design the feature
- Implementation of a personalized resting heart rate thresholds computation
- Coordination of the mobile, backend and embedded software teams
- Monitoring of beta test users to debug and improve and silent deploy in prod to validate the launch the feature
Trideo
PRODUCT ENGINEER JUNIOR
HIGH TECH
février 2019 - juillet 2019 (5 mois)
Buenos Aires, Argentine
Designed, developed and built the first two prototypes of Trideo's new range of industrial 3D printers (double extrusion) in collaboration with a Mechanics Engineer. Focused on the full development and implementation of the whole electronic part.
- Definition of the machines' features Research-based selection of the electronic components
- Firmware configuration to control the behavior and printing modes of the machine
- Electric wiring of the whole machine, completion of two prototypes building and testing.