hupsim
v1 shippedA room-level capacity model of a single academic hospital campus, built entirely from cited public sources with a confidence tag on every structural fact and all dynamics explicitly simulated.
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Documents
Curriculum vitae
PDF · posting soon
Professional narrative
PDF · posting soon
This page is a complement to the CV, not a replacement for it: the PDFs carry the full record, and everything here is the short version plus the working code behind it.
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Professional narrative
[Paragraph one — clinical identity. Where you trained, what kind of inpatient medicine you practice, and what you are known for on the wards. Written for a division chief who will read exactly this far before deciding whether to open the CV.]
[Paragraph two — the through-line. How the questions that surfaced at the bedside turned into models, warehouses, and analyses; why you build the tooling yourself rather than commissioning it; what that combination lets you do that neither skill alone would.]
[Paragraph three — the synthesis. What engineering training changed about how you practice, what practice changed about how you build, and where the two are heading next.]
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Curriculum vitae
Training & appointments
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[20XX – present]
[Current role]
[Institution, City]
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[20XX – 20XX]
[Prior appointment]
[Institution, City]
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[20XX – 20XX]
Residency, Internal Medicine
[Program, City]
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[20XX]
Doctor of Medicine
[Medical school, City]
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[20XX]
B.S., Biomedical Engineering
[Institution, City]
At a glance
- Certification [ABIM Internal Medicine, 20XX – 20XX]
- Licensure Texas & Pennsylvania, active · NPI 1154940732
- Clinical focus [Acute care hospital medicine; e.g. perioperative co-management, transitions of care]
- Academic focus [e.g. clinical informatics, capacity & operations modeling, health equity analytics]
- Teaching [Roles with students, residents, fellows]
- Selected work [Publications, abstracts, invited talks — full list in the CV]
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Projects
Clinical and peri-clinical data work. Two repositories are public and carry their own full write-ups, methods, and provenance notes; the rest are in private development and are described here in outline.
Public repositories
mimicwarehouse
In progressA local EMR data warehouse over MIMIC-IV with end-to-end provenance, protocol-frozen inquiry over retrospective data, and a pre-commit leak guard — data never leaves the machine. Public while in flight; v1 is a way out.
Private & in development
Described in outline while the work matures. Methods, code structure, and results are available to discuss directly, and each repository opens publicly once it reaches a defensible state.
phillysim
PrivateMunicipal disparity modeling for Philadelphia — linking public administrative and health data to make neighborhood-level inequity legible at the scale decisions are actually made.
wikemgapsim
PrivateModeling editorial coverage gaps in WikEM, the open emergency medicine reference — where the clinical knowledge commons is thin, and whom that thinness reaches.
epppsynth
PrivateA structured synthesis of existential psychotherapy literature for physicians and patients — corpus work applied to the parts of clinical life that resist quantification.
chesscomhistory
PrivateA decade of personal game records as a longitudinal backbone for cross-analysis — a controlled sandbox for time-series and behavioral methods before they meet clinical data.
Some private work involves data that cannot be redistributed; the rest is simply unfinished. Neither is listed here as a placeholder for something that does not exist — ask, and I will walk you through any of it.
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Technical toolkit
Languages
Python, SQL, R, JavaScript
Data engineering
DuckDB, Parquet, Polars, pandas, dbt-style modeling, reproducible pipelines
Clinical data
MIMIC-IV, OMOP concepts, ICD-10 / CPT terminologies, de-identification & disclosure discipline
Analysis & delivery
Simulation & discrete-event modeling, geospatial analysis, Streamlit, Git-based provenance