Resume of Panagiotis Mavritsakis

Profile

I am Panos, a multidisciplinary professional with a background in Water Management from TU Delft and a strong passion for data-driven problem solving. I combine domain expertise in environmental systems with skills in data science, programming, and analytical thinking to deliver practical, efficient solutions. Whether it’s building insightful dashboards, automating workflows, or developing models, I enjoy turning complex data into clear, actionable outcomes. I’m open to freelance opportunities in tech, sustainability, and everything in between.

Technical Skills

• Machine Learning: Deep Learning, Reinforcement Learning, Clustering, Dimensionality Reduction
• Python: NumPy, SciPy, scikit-learn, PyTorch, JAX, Keras, nvidia-modulus
• Backend: FastAPI, PySpark, Pandas, SQLite, Postgres, ML inference
• Deployment: Git, MLOps

Work Experience

Researcher / Data Scientist

Deltares (Jun 2023 – Jun 2025)

• AI/ML modelling for surrogate groundwater models
• Modflow surrogate modelling using neural operators

Data scientist

Arup (Aug 2021 – Jun 2023)

• Back-end programming and AI/ML modelling in DS projects
• Developing ML forecasting tools for Malaria prevelance in South Sudan

Education

MSc in Water Management

TU Delft (2019 – 2021) - Graduated top 15% of class

Diploma in Civil Engineering

National Technical University of Athens (2013 – 2019) - Graduated top 5% of class