Freelancer profile translated to English.
Back to original languageAbout Michel
Data Scientist Engineer (from CentraleSupélec school and AI Master at Paris Science et Lettre - Dauphine/ENS Ulm/Mines Paris) with over 2 years of experience, I can address your data science and machine learning projects throughout their entire lifecycle:
- Process and provide data visualization (Tableau Software, Python)
- Data collection, Web Scraping
- Creation of predictive machine learning models (Supervised or unsupervised learning)
- Natural Language Processing projects (Topic Modeling, NER, Text classification, ...)
- Computer Vision projects (Recognition, Image Processing...)
- Fraud detection missions (Anomaly Detection)
Mainly used technologies and frameworks:
- Data science and machine learning: Python / Pytorch / Tensorflow / Scikit-learn / Numpy / Scipy / Pandas / Plotly / Matplotlib / Dash
- Web tools and frameworks: Django / HTML
I will integrate well into both your Data and R&D projects.
English
Fluent
French
Native or bilingual
Vietnamese
Native or bilingual
Can work on-site
Paris (up to 50km)
Experience
- Polynom | Data science & ConsultingData scientistBANKING AND INSURANCESeptember 2020 - December 2020 (3 months)Paris, FranceMy mission is to carry out a Pricing project. I handle this project from the data processing and analysis phase, using a learning model, adapting it for the pricing model, presenting the results...
- Centre de télédétection et de traitement d’imagesData scientistAVIATION AND AEROSPACEApril 2019 - August 2019 (4 months)Singapour, SingaporeProject in a research cooperation between France and Singapore. My mission is to implement a car change detection project using deep learning. The data is in the form of satellite imagery over time series.
- Ecole Polytechnique de MontréalMachine learning engineerAVIATION AND AEROSPACEMarch 2021 - Today (5 years and 3 months)Data scientist project in a laboratory in Canada, under the supervision of the Canadian Department of National Defence.Mission: Fraud detection in avionics systems for cybersecurity (using neural networks: keras/tensorflow. LSTM model used). Also implemented in the fraud detection system and online detection.
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Education
- Master of Artificial IntelligenceParis Dauphine - PSL2020Master Data science co-habilité entre Paris Dauphine, Mines ParisTech et ENS Ulm.
- Science and MathematicsSorbonne Université2016