Antoine Miquel
Senior Data Scientist | Data Engineering
Salaire / Taux journalier
Paris, France
Freelance
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Introduction
Freelance Data Scientist & Engineer with 3+ years of expertise in ML model optimization and production deployment. Successfully improved cohort prediction models at Homa and built end-to-end data solutions on GCP/AWS. Specialized in MLOps, ETL pipelines, and NLP - delivering measurable performance improvements for high-growth companies.
Expérience de travail
Full Stack Data
Amata
août 2025 - avr. 2026
9 mois
Paris, France
• Built and maintained the company's analytics stack, covering data ingestion, transformation in BigQuery and delivery of business KPIs through dynamic dashboards. • Integrated new data sources including payment and advertising-spend data to enable user-level acquisition and profitability analysis. • Designed investor-facing dashboards for the company's data room, providing key growth and business metrics during its second fundraising round. • Iterated rapidly on dashboards, metrics and data models as investor and management requirements evolved throughout the fundraising process.
Data Scientist
HomaFreelance
juil. 2023 - mars 2025
1 an 9 mois
Paris, France
I worked at Homa as a freelance data scientist integrated within the data team. The main goal the mission was to help the data team to improve a cohort value prediction model. Together we achieved: - The measurement of the legacy model performances - Improving this performance - Putting this new model in production - Structuring the ML Ops process and tooling.
Data Scientist | Data Engineer
Sicara
nov. 2021 - juil. 2023
1 an 9 mois
Paris, France
Sicara is an expert data consulting company which builds custom made data solutions for its clients. The teams work with a combination of lean management and agile methodology. I worked on the following 4 projects : Construction of DataLake to cross mobility data with geographical shapes. GCP, Airflow, BigQuery Construction from scratch of an ETL to ingest Google Maps POIs on a monthly basis. AWS, DataBricks, PySpark, Lambda Function. Design from scratch and put into production of an NLP article name classification model. GCP, DVC, Spacy, FastAPI, Kubernetes, Docker Improvement of a restaurant turnover forecasting model. GCP, DVC, FastAPI, Docker
R&D Intern
Kinetix
avr. 2021 - oct. 2021
7 mois
Paris, France
Kinetix aims at democratising the access to 3D content animation by making it faster and less technical. The ambition is to empower the community of creators by providing them with a tool that facilitates their work and unleashes their creativity.
Software Engineer
HelloFresh
févr. 2020 - juil. 2020
6 mois
Sydney Nouvelle-Galles du Sud, Australie
Software engineer in charge of the maintenance and growth of an internal website used by the customer care service agents in order to store and display information about customers deliveries.
Data Science Intern
Societe Generale Corporate and Investment Banking - SGCIB
juil. 2019 - déc. 2019
6 mois
Région de Paris, France
Cleaning of market & sales data using PySpark technology. I worked on several projects (Python) that included : - Underlyings ranking from marketdata features - Margin regression and optimisation from sales data - Implemation of a recomendation system for financial strutured produtcs
Formation
CentraleSupélec
Cursus Centrale Paris
2017 - 2020
3 ans 1 mois
Lycée Chateaubriand
Classe préparatoire MPSI-MP*
2015 - 2017
2 ans 1 mois