Precision radio sensing
Phase calibration, distributed timing, antenna response, interferometry, and coherent signal reconstruction for a large detector array.
PHYSICS · SENSING · AI & DATA
Turning complex measurements into reliable insight.
I develop precision-calibrated sensor and data systems, from radio-interferometric reconstruction and detector simulation to uncertainty-aware analysis and intelligent diagnostics.
Professional Profile
Experimental physicist specialising in distributed sensor systems, RF signal processing, precision timing, calibration, interferometry, and uncertainty-aware scientific computing. I build reproducible Python and C++ workflows that turn complex measurements into reliable physical insight.
My doctoral research within the international Pierre Auger Collaboration advanced radio-interferometric reconstruction of very inclined cosmic-ray air showers through timing validation, antenna-response studies, simulation, statistics, and array-wide quality control.
I am open to research and industry collaborations where sensing, scientific computing, AI, and rigorous quantitative reasoning meet.
Selected Highlights
Scientific computing
Reproducible Python and C++ workflows for simulation, uncertainty analysis, quality control, optimisation, and large experimental datasets.
Instrumentation
Hands-on work spanning radiation detectors, radio antennas, fluorescence telescopes, LiDAR, electronics, calibration, and field operations.
AI and intelligent diagnostics
Machine-learning concepts for anomaly detection, RFI classification, probabilistic quality control, and explainable system monitoring.
Technical Competencies
Grouped by the work I can perform rather than subjective percentage scores.
Scientific Programming & Data
- Python
- C++
- Bash
- SQL
- NumPy
- SciPy
- Pandas
- Matplotlib
- Jupyter
- Linux
- Git
- HPC / SLURM
Machine Learning & AI
- PyTorch
- scikit-learn
- Supervised learning
- Unsupervised learning
- Classification
- Regression
- Clustering
- Feature engineering
- Anomaly detection
- Model validation
- Responsible AI
Signal Processing & Reconstruction
- RF signal processing
- Radio interferometry
- Fourier analysis
- Spectral analysis
- Phase calibration
- Timing synchronisation
- Coherent reconstruction
- Noise modelling
- Statistical filtering
- Optimisation
Sensors, Detectors & Instrumentation
- Antenna arrays
- Detector calibration
- LiDAR
- Fluorescence telescopes
- PMTs
- Radiation detectors
- VNA / AWG / DAC
- RF/DC chains
- DAQ systems
- Laboratory and field validation
Modelling, Statistics & Quality
- Uncertainty propagation
- Statistical inference
- CORSIKA / CoREAS
- GALPROP
- Model-to-data comparison
- Simulation-based validation
- Automated quality control
- Sensor diagnostics
- Reproducible workflows
Collaboration & Delivery
- Technical documentation
- Scientific communication
- Stakeholder engagement
- International collaboration
- Teaching and mentoring
- Safety procedures
- Field operations
- Cross-functional problem solving