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Full-stack MSc. AI Engineer with a creative mind and drive for innovation.
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Hi, nice to meet you—I'm Herman


You're looking at a full-stack AI Engineer with a Master's degree in Artificial Intelligence and passion for creativity. I love to implement practical applications for Machine Learning models – think of developing Proof of Concepts by leveraging the latest research in AI to solve critical business challenges. Since AI is more than the models we train, I've diversified my skillset with hands-on experience in backend development, cloud engineering and frontend design. If my profile piques your interest, feel free to send me a message to explore the opportunities!


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Data Science & AI

Data Science Illustration

With my deep understanding of AI, I love to research and develop solutions that use Computer Vision, NLP and LLMs.

Tools:

  • Python, Jupyter
  • PyTorch, TensorFlow, Keras
  • (Chat)GPT, LLaMA3, Ollama, langchain
  • Numpy, Pandas, Scikit-learn, SciPy
  • Matplotlib, Seaborn, Vega-Altair
  • OpenCV, SpaCy, Essentia, BeautifulSoup
  • R, Matlab
  • Huggingface, OpenAI, Meta AI

Backend & Cloud

Backend Illustration

My experiences as a Developer and Scrum Master in DevOps environments ensure seamless project delivery.

Tools:

  • Python, Java, C++, C
  • Docker, Podman
  • MySQL, PostgreSQL, SQLite
  • Flask, Django, Pydantic
  • Nginx, Apache2, Gunicorn
  • Github, GitLab, Gitea, Jira, Git
  • Scrum (certified PSM-I)
  • Azure Cloud (certified AZ-900 & AI-900)

Frontend & Design

Frontend Illustration

My proficiency in UX / UI design allows me to create eye-catching graphs and interfaces; take this website for example.

Tools:

  • Figma
  • JavaScript, jQuery
  • HTML, CSS
  • Bootstrap
  • Wordpress
  • draw.io, mermaid.live, unDraw
  • Microsoft 365
  • Adobe Creative Cloud

Projects and contributions

Brain-Computer Interface for classification of raw EEG signals using ML methods

EEG headset
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Greenpants Blog written by me with novel ideas, thoughts, and all things AI

Laptop with website
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Vocal language classification on arbitrary song waveforms using MFCCs

Music
Read my thesis

ID Document Recognition trained on synthetic data for complete data privacy

GDPR
Check out Klippa

Android application that integrates into Sony's proprietary camera framework

Phone camera
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Web application for Eritrean refugees to learn the Dutch language & culture

UI development
View partner

Visit Labs to interact with live demo projects, or check out my CV instead.

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Testimonials

Learn what it’s like to work with me

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“We're thrilled to have Herman on our CSIRT-DSP team! He excels in our fast-paced environment and provides valuable continuity to our efforts. His exceptional communication skills make him a pleasure to work with, and his contributions have significantly strengthened our team.”