Vince Németh

AI Developer & Data Scientist

Enthusiastic BSc Data Science & AI student with hands-on experience in AI development, data engineering, and software prototyping. Building interpretable, user-centered machine learning applications.

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About Me

I'm a passionate Data Science & AI student at Breda University of Applied Sciences, comfortable switching between practical projects and theoretical foundations. With a strong interest in building interpretable, user-centered machine learning applications, I bring curiosity, persistence, and a builder's mindset to every challenge.

🌍 Languages


• English (Fluent)
• Hungarian (Native)
• French (Intermediate)

🏆 Certifications


• Zero to AI Hero (2024)
• Cambridge CAE (190/210)

🎯 Interests


• DIY Tech Projects
• Game Development
• Travel (16+ countries)

Technical Skills

🐍 Programming Languages

Python JavaScript HTML/CSS Bash Arduino

🤖 AI & Machine Learning

Neural Networks CNNs LSTMs K-Means Clustering Deep Learning Model Validation

🌐 Web Development

React Flask Streamlit Gradio Shiny

🛠️ Tools & Platforms

Git/GitHub Docker PostgreSQL Poetry Conda

⚙️ Hardware & Systems

Raspberry Pi TrueNAS Arduino Custom ROMs Home Automation Windows Linux

💡 Soft Skills

Fast Learner Problem Solver Team Leadership Adaptable Creative Thinker

Experience

2024 – Present

AI, ML Developer & Researcher

Breda University of Applied Sciences (Student Projects)

Developed and fine-tuned AI models in various team-based projects, responsible for training models, managing datasets, and presenting results.
🔮 Digital Advisor: Built predictive investment system using K-Means clustering and LSTM forecasting
🚗 Vehicle Damage Assessment: Created automated image classification system using CNN and hybrid models
🩺 Diabetic Patient Identification: Created a machine learning pipeline to identify potential hospital admission duration for diabetic patients from health records using feature engineering, regression, classification, and model evaluation.
Summer 2024

Supplier Quality Assurance Assistant

Valeo

Assisted with supplier audits, data logging, and process documentation. Gained valuable insight into procurement logistics and quality control workflows in a professional manufacturing environment.
2018 – Present

Freelance Tech Projects

Independent Projects

• Built 2D strategy game using Godot 3 engine
• Developed mini pandas-like library using core Python
• Managed Raspberry Pi systems for automation
• Flashed custom ROMs on Android devices
• Created and administered TrueNAS home server
• Arduino sensor projects (motion/flex sensors)
• Taught informatics and organized tech logistics for youth camps

Education

2024 – Present

BSc Applied Data Science & Artificial Intelligence

Breda University of Applied Sciences

Comprehensive program covering AI concepts, Python programming, data visualization, mathematical foundations, deep learning, and explainable AI.
Core Modules: Statistics • Neural Networks • Data Processing • Software Engineering • Human-Centered Design • Time Series Analysis • Agile Project Management
Practical Experience: Multiple DataLab projects focusing on real-life AI applications
2019 – 2024

French Bilingual Faculty

Vetési Albert Gimnázium

Advanced-level Mathematics and Computer Science courses with bilingual French instruction. Participated in MTA Tanulmányi Verseny (Hungarian Academic Competition) in 2023.

Let's Connect

📧 Email

nemevinc@gmail.com

💼 LinkedIn

linkedin.com

🐙 GitHub

github.com

📱 Available For

Internships • Projects • Collaboration

Always up for learning new tools and frameworks. Let's build something amazing together!