ROUX Dorian

Data Scientist

https://talent.gravityer.com/roux-dorian

Engineer in Data Science and Artificial Intelligence

FranceMember since June 27, 2026

Key Strengths

Demonstrated proficiency in Python for various data-related tasks.
Experience with machine learning and deep learning concepts (CLIP, COCO class detection, DeepLearning).
Familiarity with data generation and analysis (Carbon-Consumption-Data-Generation, Formula1-analysis).
Exposure to optimization algorithms (NSGA-II).
Experience with Docker for containerization.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are primarily personal and demonstrate a strong interest in data science and machine learning. However, without information on collaborative projects, team roles, or communication styles, it is difficult to fully assess cultural fit. The projects show initiative and self-directed learning, which can be positive indicators.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a focus on technical implementation.

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

Basic-Detector

July 23, 2024 – August 14, 2024

User-friendly web interface or scripts to upload videos/images, process them for COCO class detection using a pre-trained model, and visualize the annotated results.

View Project

Formula1-analysis

June 14, 2023 – April 10, 2024

Formula1-analysis — GitHub repository

View Project

Puzzle-Multi-Agents

April 14, 2023 – April 24, 2023

Mutli-agents projects based on the Puzzle Game with Graphical Interface

View Project

dorian-github-readme-stats

April 13, 2023 – April 13, 2023

dorian-github-readme-stats — GitHub repository

View Project

Clip-Search-Engine

April 12, 2023 – April 28, 2023

Construct a Search Engine to translate Text request to Images using pre-trained model such as CLIP from fiftyone and pinecone

View Project

Optimisation-Metaheuristic

March 6, 2023 – March 13, 2023

Construct the NSGA-II algorithm from the FOG/CLOUD Task Offloading

View Project

groupama-case-study

February 6, 2023 – February 22, 2023

groupama-case-study — GitHub repository

View Project

dorian-roux

February 4, 2023 – Present

GitHub profile page that highlights my activities, knowledge, skills, repositories, contributions, and overall engagement on the platform.

View Project

Carbon-Consumption-Data-Generation

November 26, 2021 – February 6, 2024

Develop a data generator capable of accurately representing carbon consumption within an office environment, and generate point-of-sale (POS) data.

View Project

CSGO-DeepLearning

February 6, 2021 – April 7, 2021

CSGO-DeepLearning — GitHub repository

View Project

Key Strengths

Demonstrated proficiency in Python for various data-related tasks.
Experience with machine learning and deep learning concepts (CLIP, COCO class detection, DeepLearning).
Familiarity with data generation and analysis (Carbon-Consumption-Data-Generation, Formula1-analysis).
Exposure to optimization algorithms (NSGA-II).
Experience with Docker for containerization.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate a focus on technical implementation.

ROUX Dorian

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit