About Me
With over 15 years of experience in tech and innovation in the automotive, sensor, and energy sectors, I am a Python developer specialized in Data Science. I build, lead, and grow data teams with agility to maximize the impact on SaaS product business goals through data and machine learning. My driver is to have an impact through data and people!
POWERUP - Since Sept. 2023 ( ⚡ )
ALTAROAD - 2020 to 2023 ( 🚛 )
TE CONNECTIVITY - from 2008 to 2019 ( 🚗 )
IFP-EN - from 2005 to 2008 ( 🔥 )
Education
⭐ Master Degree in Statistics and Machine Learning (2019-2020) (DSTI)
⭐ Technical Leader Internal certification (2017)
⭐ Master Degree in Petroleum Products and Combustion (2005) (IFP School)
⭐ Master Degree in Chemistry (2003) (ChimieParisTech)
10+ Publications in data and technology and 7 Patents
2024 - Vision-based method to identify materials transported by dump trucks
🔎 USPTO patent links
🔎 INPI patent links
🔎 Research Gate publications
Expertise
🤝 Technical teams management (Hardware, Software, Data)
How to hire the best, to make them progress and keep them motivated
I succeeded building highly performant software, data and R&D teams able to deliver fast in agile mode
Data management and CPO experience with AzureDevOps for sprint agility
💻 DataScience and MachineLearning
In my work experiences, I drive and facilitate the developement and production of ML models in computer vision, OCR, and data insights
The main target is always to answer: does it bring value to customer ? does it bring value to the planet 🌍 ?
Main Languages and Packages used: python, SQL, pandas, scikitlearn, tensorflow, keras, streamlit, pytorch, statsmodels, spark, opencv
Cloud and Data Infrastructure: AWS, Azure, Lambda, mongoDB, postgreSQL, Airflow, MLFlow, databricks
⚡ Physical Measurements and Sensors Innovation
Because physical measurements data are rich and difficult to handle, I bring expertise through expreince working with many type of sensors data:
Weight in Motion sensors, Optical sensors design, Fluid sensors development, Rain and Light automotive sensors
From Ideation phase to Production phase, I have brought technologies to life for customers to reach highest process efficiency
Codes
🐍 Python3 - Data, Machine learning and Deep Learning packages
CodingGames competitor profile (ranked in the top1%)
Computer Vision: from data labelling of dataset to inference prediction in the cloud
Optical Character Recognition: Textract API
Natural Language Processing: documents classification
Building a Machine Learning management pipeline to control training processes
☁ AWS and Azure - production pipeline in the cloud
Lambda microservices, and CloudWatch monitoring
EC2 servers for model training
API Gateway
IoT rules for sensors connexions
😺 Personal projects
I have experience in building solid data products from A to Z and to bring them to the world at scale:
RAIZUUM: the Resume parser built by data experts to serve data experts in French and English (Link here)
REPARATOR-AI: web based application to predict reparability (Link here)
C.V. - The-good-face-app: predicting the quality of a portrait image for a CV (2020)
N.L.P - Gutenberg project: ML poetry generator from major French authors (2019)
Metaheuristics - Travel Salesman Problem: optimisation of face mask distribution in Paris (2020)
Contact
Let's contact and exchange about your data needs!
📧 Email: jean.milpied@gmail.com
📞 Mobile: +33 6 75 47 17 42
🧭 Address: based in Paris, FRANCE
