Physician · Radiologist · Computer Science Student

I'm a physician and computer science undergraduate exploring how software engineering and artificial intelligence can advance radiological practice. My work focuses on clinical radiology, artificial intelligence, and modern software engineering to create practical, scalable solutions:

• DICOM viewers with 2D/MPR/volumetric rendering and DIMSE/DICOMweb integration
• Generative AI in medicine (LLMs/Agents, local inference, RAG/finetuning)
• Infrastructure for healthcare systems (PACS, NAS, containers, Proxmox)
• Full-stack development tailored to clinical workflows

• Languages: Python · Swift · C++ · Dart · JavaScript · Java
• Frameworks: Django · SwiftUI · Metal · Flutter
• AI/ML: PyTorch · TensorFlow · scikit-learn
• Medical Imaging: DCMTK · GDCM · VTK · ITK · DcmSwift · OsiriX/Horos · 3D Slicer · Orthanc
• Infra / DevOps: Docker · Proxmox · QNAP (& other open source NAS) · Tailscale · Git
• Setup: macOS + Windows, Linux VMs, NAS with Dockerized services
• Experimenting with: CUA (Computer Use Agents), Ollama, ComfyUI

• Local-first imaging platforms and DICOM viewers
• AI applications in medicine
• PACS servers in low-resource environments
• AI-assisted radiological decision-making

• DcmSwift — Swift-native DICOM core (DIMSE + DICOMweb) → https://github.com/ThalesMMS/DcmSwift

// Package.swift
dependencies: [
    .package(url: "https://github.com/ThalesMMS/DcmSwift.git", from: "0.1.0"),
]

• DICOM-Decoder — Pixel decode & windowing pipeline → https://github.com/ThalesMMS/DICOM-Decoder

// Package.swift
dependencies: [
    .package(url: "https://github.com/ThalesMMS/DICOM-Decoder.git", from: "1.0.0")
]

• Isis DICOM Viewer (iOS/Windows) – DICOM viewer with 2D/MPR/Volumetric rendering and PACS integration (closed source).
• JFlutter — modern Flutter port of the classic JFLAP tool for automata & formal language theory. Mobile‑first, touch‑optimised UI for creating and simulating automata/CFGs.
• TotalSegmentator Horos Plugin - bringing the modern TotalSegmentator to the open source Horos Project!
• WALL-ET - Mobile Bitcoin wallet (WIP)
• Orthanc for QNAP – Custom .qpkg packaging
• LLMs + Radiology – Fine-tuning and RAG pipelines with anonymized radiology data

Looking for collaborators