Bachelor Thesis – Generative AI for Competitive Map Design

Bachelor’s thesis on automating competitive level design with generative AI for Counter-Strike maps. Developed a hybrid pipeline combining procedural generation, Random Forest evaluation, and genetic optimization. Used Python, NumPy, Pandas, NetworkX, and scikit-learn to extract map features and score layouts. The project focused on generating playable, balanced, and strategically coherent maps. It also included quantitative analysis and bot-based testing to validate the results.

GitHub

Mobile Communication App for Firefighters of Plan-les-Ouates

This project involved developing a full-stack mobile communication app for over 30 users with PHP/Laravel and JS/CSS. My role included gathering requirements, helping manage the task backlog, designing the system architecture, and building a secure MySQL backend with token-based API authentication. I also worked in an Agile Scrum team, where I participated in code reviews and resolved integration issues.

GitHub (Admin Frontend)

GitHub (Backend)

GitHub (App Frontend)

BrunoOS 98 - Interactive Portfolio Website

Developed a distinctive portfolio website built entirely with HTML, CSS, and JavaScript to demonstrate frontend engineering skills without relying on frameworks or libraries. The interface replicates a Windows 98 desktop with draggable windows and desktop icons, a Start menu, and a live taskbar. Technical highlights include a Minesweeper game engine with flood-fill algorithm, a Canvas API drawing tool, and custom Google Analytics event tracking per window interaction.

GitHub

Tutor at ARA Association

2023 – 2025

• Provided personalized academic support in English and IT, including Python and networking (cisco), for 3 to 5 students per week.
• Prepared teaching materials and tracked student progress.
• Applied strong problem-solving skills to address individual learning challenges and improve academic outcomes.

Administrative Assistant at Collège de Drize

2020 – 2021

• Handled daily administrative tasks, reception, and student records.
• Coordinated mail and communication distribution, including largescale email campaigns.
• Used Word and Excel to maintain data accuracy in a bilingual educational setting.

Bachelor's degree in Business Information Systems

Haute École de Gestion de Genève, 2026

Studied Business Information Systems at HEG Geneva, focusing on information systems, databases, programming, networks, and business analysis. Completed academic projects in UML modelling, systems administration, and other mandatory professional assignments. Strengthened both technical and analytical skills through a balance of theory and hands-on work.

Maturité professionnelle commerciale (3mp+1)

École de commerce Aimée-Stitelmann, 2021

Completed specialized courses in office computing, economics, management, and accounting. Completed a two-week professional internship at Espace Entreprise. Followed reinforced language courses in English, German, and Italian.