Tommy Carstensen

Bioinformatician and Data Scientist specializing in EHR data engineering, high-performance visual analytics, and reproducible ML pipelines. I focus on building research tooling designed to transform raw clinical events and complex datasets into actionable insights.

Azure ML • Python • Dask • Parquet • Bokeh • Datashader • Plotly • PyTorch • Google Cloud

Interactive Dashboards & Simulations

Copenhagen Property Map Copenhagen Property Explorer Geospatial dashboard using Datashader for server-side rasterization. Visualizes 200k+ transactions with sub-second latency.
Google Cloud Run • Web Mercator
Malmö Wealth Simulator Malmö 2026: Wealth Simulator Financial trajectory model proving the superiority of capital compounding over dividends. Simulates liquidation values vs. tax drag.
JavaScript • Financial Modeling
Epstein Archive EFTA: Public Records & Evidence Archive for the Epstein Files Transparency Act. Features an automated gallery using OpenCV for facial recognition in archival media.
OpenCV • Python • Graph Theory
KV2025 Election Map KV2025: Election Map Geospatial visualization of the 2025 Copenhagen municipal election, mapping hyper-local political shifts across districts.
Leaflet • GeoJSON
Novo Nordisk Chart Novo Nordisk Analytics Interactive stock and market share modeling for the GLP-1 pharmaceutical sector.
Plotly • Financial Data
PubMed Tool PubMed Overlap Utility Streamlit tool for clinical research. Performs set-intersection analysis between custom cohorts and live PubMed queries.
Streamlit • NCBI API

Data Journalism & Archival Work

DJIA 1929 Chart DJIA 1929: Great Depression Interlinks time-series market data with qualitative history, mapping price markers directly to archival newspaper front pages.
Bokeh • Time-Series
DJIA 2008 Chart DJIA 2008: Great Recession Interactive exploration of the 2008 liquidity crisis, visualizing the collapse of banking giants through contemporary reporting.
Bokeh • Visualization
LEGO Visualization Physical Data Viz (LEGO) Python pipeline (PDB2LEGO) converting biological PDB structures (Hemoglobin, GFP) and spatial population data into physical 3D models.
Python • PDB Parsing • 3D Modeling
COVID-19 Tracker COVID-19 Tracker Aligned time-series analysis and choropleth mapping of pandemic metrics across Europe and the US.
Choropleth Maps • Data Alignment
Jan 6 Attack Jan 6 Attack (Crowd-Sourced) Crowd-sourced archival project using Google Forms with a Human-in-the-loop (HITL) verification layer for data integrity.
Google Forms • Verification Pipeline
Jan 6 Archive Jan 6 Video Archive Large-scale video scraping and metadata indexing project preserving historical digital artifacts.
Web Scraping • Metadata Indexing

EHR Research & Publications

Presentations: Advanced Deep Learning for Health Technical talks covering sequence modeling for Electronic Health Records (EHR), 3D molecule generation, and medical image analysis architectures.

Peer-Reviewed Publications

Professional Presence

LinkedIn
GitHub
Stack Overflow
Google Scholar
ResearchGate
ORCID
Midgard Finance (Home)