Freelancer profile translated to English.
Back to original languageAbout Sixte
Hello, I am a seasoned data scientist and software engineer, specializing in the Python ecosystem.
With 4 years of experience supporting companies in their data and AI practices, I offer my expertise to transform your data into tangible added value.
My approach focuses on solving the major challenges companies face in their data projects:
- Choosing the right tools and methods to meet product and business objectives
- Building a team of complementary talents to successfully lead the project
- Processing large and complex data in real-time
- Deploying high-performing models
- Monitoring performance and interpretability
My background:
- Engineering degree in AI and machine learning from Imperial College London
- Machine Learning Engineer in a medtech company
- Independent data consultant for industrial groups (TotalEnergies), public institutions (Data Gouv), and startups (Magic Makers, Amoa, Staycation...)
Areas of expertise:
- Predictive analysis and anomaly detection on time series data
- Image processing (computer vision)
- Clustering and classification
- Cost optimization
I adapt to your specific needs to support you at every stage of your data projects, from defining objectives to deployment, including data exploration and custom model development.
Available for missions in Paris, Lyon, or remote work.
Mastered technologies: Python, Pandas, Scikit-learn, PyTorch, Tensorflow, MLflow, Databricks, Spark, LightGBM, Docker, React, JavaScript, AWS, GCP, Azure, SQL, Kafka.
Keywords: Python, data scientist, data science, data engineer, machine learning engineer, deep learning, web scraping, data mining, computer vision, time series
To discuss your projects and explore how I can support your data transformation, please feel free to contact me.
French
Native or bilingual
English
Native or bilingual
Can work on-site
Paris (up to 10km), Lyon (up to 10km), Marseille (up to 10km)
Experience
- OppscienceMachine learning engineerPUBLIC SAFETYJune 2024 - Today (1 year and 11 months)Implementation of MLOps infrastructure.Development in Python of an API working in conjunction with MLflow for training, fine-tuning, and validation of NLP models.
- AmoaData & Web ConsultantREAL ESTATESeptember 2023 - November 2023 (1 month)During this solo mission, I successfully completed the following projects:- Scraping data related to the energy renovation of buildings.- Data cleaning and enrichment (Python, Pandas, SQL).- Development of a web application (React)- Deployment on AWS (Amplify, Lambda, PostgreSQL instance)- Implementation of no-code access to the database.
- Direction interministérielle du numériqueData engineer for data.gouv.frPUBLIC SECTORFebruary 2022 - September 2022 (7 months)Paris, FranceDevelopment of automated data quality checks and CSV file analysis tools.Implementation of a microservices architecture connected in real-time by Kafka to ensure a modular and scalable data infrastructure.
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Education
- Masters of Engineering in Computing (AI & Machine Learning)Imperial College London2019- Programmation (C, C++, Java, Haskell) - Projets de groupe (conception d'un OS, d'un compilateur, de webapps) - Intelligence artificielle - Optimisation - Deep learning - Machine learning appliqué aux images - NLP - Projet de fin d'études en adversarial machine learning (computer vision)