I’m a Senior Researcher at Fujitsu Research of Europe, developing graph-based, multimodal AI that learns from heterogeneous data to deliver general-purpose models and decision support across domains. I work end-to-end—from problem discovery and data readiness to modeling, evaluation, and delivery—prioritizing clean interfaces, reproducible pipelines, and human-interpretable outputs.
My interests include representation learning on graphs, cross-modal alignment and fusion, reliability and uncertainty, and practical interpretability. I’m motivated by data-rich settings where trustworthy decisions matter—healthcare, quality and safety, public services, and beyond. I collaborate closely with domain experts, contribute to reusable tooling when possible, and mentor teams to translate research insights into simple, useful systems. My goal is to turn complex, multi-source data into reliable, actionable insight.
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Double Pendulum
Posted on November 7, 2025
```python
from pathlib import Path
import os
import functools
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Cart Pole
Posted on October 26, 2025
Cart pole is a classic problem in control theory.
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Damped Oscillator
Posted on October 13, 2025
```python
from pathlib import Path
import os
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PhiFlow
Posted on October 12, 2025
```python
from pathlib import Path
import os
from collections import defaultdict
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Catalogue of LR Schedulers
Posted on October 8, 2025
```python
from pathlib import Path
import os
from collections import defaultdict
[Read More]