
Open to AI/ML roles
Hi, I am TJ
Software developer at metricHEALTH Solutions, building FHIR-integrated healthcare data systems and production MLOps for clinical workflows. Two research papers in preparation, both heading to arXiv: an interpretability audit of a stellar spectral classifier on Gaia-ESO Survey data, and a paired-data RAG study comparing structured-FHIR retrieval against LLM-narrative retrieval for clinical question answering. Physics undergrad with postgraduate certificates in AI and Big Data Analytics, plus a public-library role that keeps the technical work close to the people it serves. Ad astra per aspera.
Selected Work
Recent projects
Three streams of work in rotation: production, research, and community.






