Open Source
Interactive applications and data tools, published openly.
A small collection of live Streamlit and Python applications. Use them, read the code, file an issue. Most started as tools built during client engagements.
Streamlit Apps Might Be Sleeping
Because these are hosted on a free tier, they go to sleep after periods of inactivity. If an app takes a moment to load or shows a sleep screen, just click the “Wake Up” button and it will be ready in a few moments!
Healthcare
Agentic Medical Claim Analysis
An open-source Streamlit app running a panel of configurable AI agents over medical claims spreadsheets to analyze diagnosis consistency, upcoding, and service frequency.
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Financial Markets
Global Markets Report
Interactive dashboard for getting a high level overview of global financial markets.
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Energy
RUL Analyzer
Interactive application allowing users to simulate remaining usefull life for a component.
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Insurance
ReInsurance : PRICER
High-performance Monte Carlo excess-of-loss (XoL) pricing engine designed for reinsurance actuaries to evaluate layer losses, tail volatility and technical premium.
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Energy
NRC Technical Letter Search
Grounded question answering over NRC technical letter reports. Every statement carries a verbatim quote checked against the source page and highlighted there; anything that fails verification is withheld rather than shown.
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AI & Data
PDF → Structured CSV
A Streamlit app that turns unstructured PDFs into one tidy CSV using Gemini's native document understanding. The model infers a schema from a sample document, allowing you to refine it before bulk extraction.
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