Hi, my name is Elian Belmonte
I'm a Data Scientist.

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About me

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As a Data Scientist with two years of professional experience, I am currently engaged in a full-time role at Swiss AviationSoftware. Here, I have the privilege of contributing to groundbreaking Data Science and Machine Learning initiatives, including Predictive Maintenance and applications of Large Language Models.

View Resume

My portfolio boasts a range of challenging projects where I've applied my expertise in Data Science, Computer Vision, and Software Engineering – skills honed during my rigorous engineering studies and refined through hands-on professional experiences. My technical toolkit includes Python, TensorFlow, PyTorch, Spark, SQL, Docker and Google Cloud, enabling me to approach tasks with both depth and breadth.

During my studies, I have completed two long-term internships, both in the Data Science area. In Sonceboz SA (Switzerland), I joined the I4.0 department where I worked on topics such as Data Science, AI and Full Stack Development.

View Sonceboz Internship Certificate

My final 6-month internship was with Swiss Aviation Software, before I was offered a full-time position in the company.

View Swiss AviationSoftware Reference Letter

In my journey, I aspire to be at the forefront of technological advancements, creating and contributing to projects that not only challenge me professionally but also bring significant value to the industry.

Projects

Autonomous vehicle mapless navigation system

Navigation system for an autonomous vehicle, making it possible not using a high-resolution map, and seeking to be as autonomous as possible. This project is developed with Python and Cython to increase performances in real time. Our approach includes three main modules:

  • Detection of vertical signs (signs, traffic lights) and decision making based on this information

  • Calculation of the trajectory to follow from the markings on the ground

  • Vehicle control from a trajectory in space

See Scientific publication Source Code

GenAI Short Video Creator

Generate a short format video from a given historical event, with dynamic captions. GenAI powered by the OpenAI API. Speech recognition with local Whisper model inference (PyTorch). Video editing with MoviePy.

Source Code

E-commerce website with recommendation engine

E-commerce Web App for selling books with integrated recommendation engines (collaborative and content-based). Front-end was developed with ReactJS and the back-end with the Flask micro-framework (Python). App data was stored in a MySQL database.

See Report API Source Code

Manufacturing dashboard with Jupyter Notebook

Creation of a dashboard to meet the data analysis needs of a production workshop. Use of the "Voila" extension to allow operators to access the cockpit as a standalone application, without visible code.

See Report

Manufacturing Execution System WebTV

Live production monitoring web application for display on televisions in production workshops. This app was developped with Angular and Ionic. All user interface was developped with my own CSS code (no UI framework).

See Report

Schotten Totten game with MinMax AI algorithm

Schotten Totten game implemented with Python and PyGame for the GUI. An artificial intelligence (min-max algorithm with alpha-beta pruning) is added to the game.

See Report Source Code
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Check my other projets...

My GitHub

Contact

Phone: +33 6 67 22 22 09
E-mail: elian.68@hotmail.fr

49 Rue de Strasbourg
68300 SAINT-LOUIS
Haut-Rhin, France

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