Turning complex scientific data into robust software solutions.
I am a physicist and neuroscientist. I currently work on Research Data Management and Research Software Development. I try everyday to bridge the gap between experimental research and software solutions.
Currently, I specialize in Python, FastAPI, and Data Standards (BIDS, DICOM), building pipelines that move data from experimental research to actionable insights.
- Backend & API: Python (FastAPI, Flask), AsyncIO, Pydantic
- Data & Science: Pandas, NumPy, DICOM/Pydicom, BIDS Standard
- Infrastructure: Docker, Git, Linux
- AI & ML: Google Gemini API, PyTorch (Basics)
- Quality & Modern Tools: Ruff (Linting/Formatting), GitHub Actions (CI/CD basics)
Tech: FastAPI Orthanc Pydantic Docker
A robust microservice connecting hospital RIS systems with MRI scanners. It automates patient data entry, reducing human error and streamlining the imaging workflow.
- Key Focus: Async communication, Medical Standards (DICOM), Error Handling.
Tech: Pydantic JSON Schema CI/CD
A strict validation library for complex experimental datasets. It enforces data integrity and schema compliance to ensure scientific reproducibility.
- Key Focus: Data Modeling, Type Safety, Schema Design.
Tech: Google Gemini API Flask Plotly
An experimental web app that turns natural language questions into interactive data visualizations.
- Key Focus: LLM Integration, Prompt Engineering, Dynamic Plotting.
Tech: FastHTML HTMX Plotly
A modern, lightweight dashboard for browsing large scientific catalogs with server-side rendering speeds.
- Key Focus: Modern Web Dev, Prototyping, Performance.
I actively track the evolution of AI in Science and Research Data Management.
- Check out my Curated Research Notes: A structured collection of papers and resources on Foundation Models, Self-Supervised Learning, and FAIR data practices.
- I shared these insights during a dedicated LinkedIn campaign: "DRAI January" in Jan 2026.
- Developing an extension for the BIDS standard (Brain Imaging Data Structure).
- Exploring Foundation Models for scientific discovery.
- Refining my DevOps skills (Kubernetes, Advanced CI/CD).
