08/24/2026 updated
SG
100 % available
Software Engineer & Data Scientist | Machine Learning | Rust & Python | Full-Stack
Fâches Thumesnil, France
Only remote
M.Sc. Computer Science and Artificial Intelligence, Valenciennes University, 2015Python & Machine Learning
Extensive use of Python for machine learning projects, including libraries such as Pandas, Scikit-learn, TensorFlow, FastAPI, and SQLAlchemy. Delivery of production-ready ML systems from proof-of-concept to live deployment with full CI/CD pipelines.
Rust Full-Stack Development
Full-stack development in Rust using Yew on the front-end and Axum, Polars, and Plotly on the back-end. Building and deploying production applications from scratch with fully automated deployment via Docker and GitHub Actions.
Data Science & Deep Learning
Data exploration, feasibility research, feature extraction model development, and experimentation with deep learning architectures including GANs and 3D segmentation models. Application of NLP techniques for named entity recognition and topic modeling.
Cloud & DevOps
Use of GCP, Docker, and Sentry for cloud infrastructure, containerization, and monitoring. Architecture and management of CI/CD pipelines using GitHub Actions for fully automated deployment.
API Design & Development
Design and development of APIs using FastAPI and SQLAlchemy, including projects for social media data collection and correlation computation for large-scale campaigns.
Engineering Leadership & Technical Lead
Leadership of engineering teams of up to 25 engineers, standardization of development practices, creation of testing protocols, and contribution to software engineering boards.
Natural Language Processing (NLP)
Application of NLP techniques for named entity recognition, topic modeling, and community detection on large datasets collected from social networks.
3D Computer Vision & Deep Learning Research
Research and implementation of methods for 3D hand-pose estimation from single images, 3D segmentation, image overlap, and depth map generation from image pairs for AR and multiresolution 3D modeling.
Product Development & Entrepreneurship
Co-founding and driving product development from MVP to launch, including market research, user testing, and building day-to-day management tools for B2C businesses.
Extensive use of Python for machine learning projects, including libraries such as Pandas, Scikit-learn, TensorFlow, FastAPI, and SQLAlchemy. Delivery of production-ready ML systems from proof-of-concept to live deployment with full CI/CD pipelines.
Rust Full-Stack Development
Full-stack development in Rust using Yew on the front-end and Axum, Polars, and Plotly on the back-end. Building and deploying production applications from scratch with fully automated deployment via Docker and GitHub Actions.
Data Science & Deep Learning
Data exploration, feasibility research, feature extraction model development, and experimentation with deep learning architectures including GANs and 3D segmentation models. Application of NLP techniques for named entity recognition and topic modeling.
Cloud & DevOps
Use of GCP, Docker, and Sentry for cloud infrastructure, containerization, and monitoring. Architecture and management of CI/CD pipelines using GitHub Actions for fully automated deployment.
API Design & Development
Design and development of APIs using FastAPI and SQLAlchemy, including projects for social media data collection and correlation computation for large-scale campaigns.
Engineering Leadership & Technical Lead
Leadership of engineering teams of up to 25 engineers, standardization of development practices, creation of testing protocols, and contribution to software engineering boards.
Natural Language Processing (NLP)
Application of NLP techniques for named entity recognition, topic modeling, and community detection on large datasets collected from social networks.
3D Computer Vision & Deep Learning Research
Research and implementation of methods for 3D hand-pose estimation from single images, 3D segmentation, image overlap, and depth map generation from image pairs for AR and multiresolution 3D modeling.
Product Development & Entrepreneurship
Co-founding and driving product development from MVP to launch, including market research, user testing, and building day-to-day management tools for B2C businesses.
Experience
Professional experience10+ years
Freelancer since2019
Languages
EnglishFluentFrenchNative speaker
Project history
Co-founded Data League to offer consulting and engineering services. Built full-stack day-to-day management tools for French B2C businesses using Rust and Python. Designed and developed APIs for social media data collection and correlation computation. Conducted R&D on 3D hand-pose estimation and nature-inspired GAN experiments. Created a TensorFlow course covering data preprocessing, model architecture, training strategies, and optimization.
Guided a team of 25 network engineers to improve development practices. Wrote Python documentation for the network domain, helped standardize development practices, assisted in buildpack solution development, created testing protocols, and built tools for repository compliance monitoring and pull request automation. Contributed to inner-source projects.
Conducted data exploration and feasibility research to support the development of innovative solutions. Collaborated with cross-functional teams including engineers and project managers to align data-driven insights with business and technical objectives. Worked remotely from Marignane.