01 / DATA ENGINEERING / FINANCIAL RESEARCH
FilingIQ
Financial filing intelligenceExplore sourced financial figures from U.S. public company filings, compare annual trends, and export reproducible results.
PHP 8.2SEC XBRLJavaScriptREST APIs
SELECTED ENGINEERING WORK / 2026
Useful systems.
Measured outcomes.
Three working applications built around a practical question: can a system turn complex public data into something a person can verify, understand, and act on?
03Working applications
USAPublic data
PHP 8.2Deployable
01 / PROJECT INDEX
Built to be opened.
Not just looked at.
Each project has a working interface, dataset provenance, a measurable workflow, and documented limitations. Open one and try it.
02 / MACHINE LEARNING / TIME SERIES
GridCast
Electricity demand forecastingTrain an interpretable ridge model on U.S. electricity observations, test it chronologically and compare against a seasonal baseline.
Pythonscikit-learnRidge regressionJavaScript
03 / SOFTWARE ENGINEERING / DEVELOPER TOOLS
CodeReview Intelligence
Pull request inspection toolsBrowse public GitHub pull requests, inspect changes, and review deterministic warnings with clear explanations.
GitHub RESTPHP APIJavaScriptPatch parsing
02 / HOW I BUILD
Engineering that survives
a closer look.
A good interface helps you discover the answer. A good system lets you see where it came from.
01
Source matters
Public data is cited; synthetic fixtures are identified; and out-of-date snapshots are labelled.
02
Baselines first
ML results are measured against simple alternatives instead of relying on model buzzwords.
03
Graceful failure
APIs can rate-limit or go down. The app communicates what happened and offers a useful fallback.
04
Runnable source
Each implementation includes automated tests and a documented local setup path.