Freelancer profile translated to English.
Back to original languageAbout Thomas
I help companies develop and boost their business by analyzing their data with modern Artificial Intelligence. Accelerate your data processing times and prospect research with AI.
Here is my offer:
🤝 **SoftSkills**: we are humans, above all, who collaborate together
- Relational ease, good communication and active listening,
- Work ethic and Empathy,
- Adaptability, Fast learning and Attention to detail.
🤖 Graduated Doctor in Machine Learning
- Consultant for your AI projects,
- Processing, analysis, visualizations and above all valorization of your data,
- Training and optimization of Machine Learning or Deep Learning models,
- Testing, continuous integration of your models,
- Deployment in production,
- Mastered frameworks: scikit learn, tensorflow, pytorch, pandas, polars.
⚙️ **Expert Python / Backend API / DevOPS**:
- Django, Django Rest Framework, FastAPI or Flask,
- CI / CD: Docker, tests (pytest, coverage), continuous integration (pre-commit),
- Possibility of creating a graphical interface (front) in streamlit, simple but effective,
- Best practices (software craftsmanship): documentation, clear code, robustness, maintainability.
🧠 Program Optimization / Performance
- Analysis of algorithm complexity,
- Asymptotic evaluation,
- Memory resource optimization,
- Computation time optimization.
📈 Mathematical Optimization
- Stochastic programming, dynamic programming, linear programming,
- Scheduling.
Shall we discuss your project?
French
Native or bilingual
English
Native or bilingual
Remote only
Primarily works remotely
Experience
- DECIDENTOFullStack Data ScientistMarch 2024 - April 2024 (2 months)Grenoble, FranceDevelopment of a text processing software with AI (NLP) to classify titles into categories. This software needed to be accessible via a web interface and also via an API to be integrated into Decidento's internal processes.I fully developed the solution with the following features:- Processing and cleaning of client data- Choice of Machine Learning model, training, prediction, evaluation- Setup of a Python / FastAPI backend- Setup of a streamlit frontend- Features available on the front: data editing, predictions with the trained model, model retraining- Deployment with docker and docker-compose
- THENTIK
On Malt
Data Scientists and algorithm optimizationJanuary 2024 - February 2024 (1 month)Grenoble, France- Addition of statistical studies of user data,- Addition of Django APIs,- Optimization of algorithm execution time,- Optimization of Django ORM calls,- Build and deployment with Docker - KAIZEN SolutionsDoctor Engineer Scientific SoftwareDIGITAL AND ITJanuary 2021 - January 2024 (3 years)Montbonnot-Saint-Martin, FranceI wore several hats at Kaizen-Solutions:1. AI Researcher:- Object detection on images in Deep Learning (Image Detection, Segmentation, OpenCV, Pytorch, Yolo, Tensorflow, Transformers, Docker)2. Engineer for Scientific Application at EDF:- Needs analysis, software architecture- Performance optimization- Python (Numba, CPython), C++, Docker3. Creation of the Kaizen-School entity for supervising interns within the KZS Lab4. Head of the Data & Algorithms Department:- Sharing of technical topics between engineers and Data professionals5. Trainer in Python and Machine Learning
Reviews
S
Stan
THENTIK
Reviewed on 7/8/2024
This was my second mission with Thomas, which was quite varied. Thomas helped us in developing specifications for machine learning, algorithmic development, API creation, and back-end development. He also works very well in a team with another developer on the project, in a very collaborative and complementary manner. In addition to his 'already mentioned coding' skills, Thomas is a very pleasant, available person and an excellent 'teammate'. We will continue to collaborate with Thomas and highly recommend him.
Laetitia
DECIDENTO
Reviewed on 5/2/2024
Thomas is very professional in his approach. His development is reliable and perfectly meets our expectations.
We will gladly work with him to maintain the tool and develop other AI-oriented approaches!
Recommendations
+1
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Education
- Doctor in Machine Learning (mathematics / computer science)Collège Doctorale - Université Grenoble Alpes2020Thèse réalisée à l'Inria (LIG). Sujet : Acquisition, analyse et prédiction des états mentaux de joueur-euse-s d'échecs en observant leurs mouvements corporels, leurs émotions et leur regard.
- Computer Engineering specialized in Information Systems EngineeringEnsimag Grenoble2016