Computer Science student - HES-SO Valais-Wallis (Bachelor in Computer Science and Communication Systems, graduating 2026) Software Development & Full-Stack

Bachelor's student in Computer Science (with a prior CFC in application development). Interested in software design, backend architecture, and database modeling — with a growing focus on data engineering and applied machine learning through my thesis work.

Predictive Maintenance for Industrial Tool Wear — at Constellium Built a deep learning pipeline (LSTM and Temporal Fusion Transformer models) to predict tool wear from torque and sensor data. Benchmarked 108 model configurations (72 LSTM, 36 TFT) with 4-fold cross-validation by tool 📁 Repo

Full-stack platform connecting students and companies. React • Next.js • Supabase • PostgreSQL • JWT

Grammar-based program generator producing executable code in C, Scala, and Forth from EBNF grammars — built for differential compiler testing. Swift • AST • Code Generation • Unit Testing

Relational database design for a fictional amusement park. PostgreSQL • Data Modeling • SQL Constraints • Complex Queries

Static website with an automated build & deployment pipeline. HTML • CSS • MkDocs • GitLab CI/CD

Languages: Python • Java • C# • Swift Web: React • Next.js Data: PostgreSQL • SQL • Pandas/Polars ML/AI: PyTorch, deep learning (LSTM, TFT), feature engineering Tools: Git • CI/CD

LinkedIn: kevin-voisin