CG(ASCP)-certified Cytogenetic Technologist building clinical AI, laboratory informatics, and workflow-automation projects.

I use this GitHub to document a transition from hands-on clinical cytogenetics into applied AI, LIS/interface analysis, data systems, and practical software engineering. My portfolio emphasizes synthetic data, validation-minded design, reproducible documentation, and tools that connect laboratory domain knowledge with modern technical workflows.

A full-stack learning platform built with FastAPI, SQLite, Docker, GitHub Actions, and a vanilla-JavaScript frontend. Its swappable, CI-validated content-pack architecture includes a fully synthetic CytoFISH education domain.

• Live demo
• Automated pytest and Playwright browser test suites (current counts in the repository)
• Accessibility, Docker-build, and content-governance checks in CI

An analyst-first, synthetic cytogenetics/FISH LIS and interface simulator demonstrating relational data modeling, workflow validation, audit trails, outbound HL7/FHIR-style messages, inbound ORU-style result ingestion, and interface error-queue handling.

• Requirements-to-test traceability and manual UAT documentation
• Automated pytest suite, end-to-end demo scenarios, and CI on Python 3.11/3.12
• Synthetic data only; no PHI or proprietary clinical-system content
• Built to demonstrate LIS/interface-analysis and validation thinking

A sanitized portfolio view of a private home lab for Linux administration, secure remote access, infrastructure-as-code, storage design, backup verification, and future AI/data services.

• Generalized architecture and bounded verification evidence
• Security, backup, recovery, and change-control design
• Automated privacy checks on files and new commit metadata
• Foundation for future self-hosted AI and laboratory-informatics projects

• Clinical AI and laboratory informatics
• LIS and healthcare-interface concepts
• Python, SQL, FastAPI, and data modeling
• Linux, Docker, GitHub Actions, and reproducible environments
• AI-assisted workflow automation
• Privacy-conscious and validation-aware system design

• CG(ASCP)-certified Cytogenetic Technologist
• Experience with chromosome analysis, FISH workflows, assay validation, QC, troubleshooting, training support, and clinical laboratory operations
• Domain perspective spanning oncology, constitutional, prenatal, solid-tissue, and plasma-cell workflows

• No patient data or employer-confidential information
• Synthetic or public data for portfolio work
• Clear scope and honest capability boundaries
• Validation, traceability, testing, and change control
• Reproducible documentation over undocumented experimentation
• Practical systems over superficial demos

I am building toward roles at the intersection of clinical laboratory science, healthcare informatics, AI engineering, interface analysis, and workflow technology. The goal is to combine real clinical-domain judgment with the technical depth required to design, validate, explain, and improve modern laboratory systems.