Software Engineer at Ethara, moving toward AI engineering. I build end to end: models shipped into the browser, a retrieval pipeline with a CI eval gate, and small tools that preview before they touch anything. Mostly Python and TypeScript, React on the front.
Note
Currently building FilingQA — question answering over SEC filings where every claim cites its source and is checked against it. In progress: no evaluation results yet.
FilingQA in progressGrounded QA over the 10-K and 10-Q filings of eight US companies: each claim cites a filing chunk and is checked against it, figures are checked against the filing's own XBRL data, and the pipeline abstains when the filings don't support an answer. 
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Spotify playlist builder. Seven audio sliders query a KNN index over 1.2M tracks, or a sentence goes to an LLM whose every suggested song is verified on Spotify before it's added. Invented songs are dropped, never swapped. 
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Recommends one of 22 crops from seven soil and weather readings, entirely in the browser. A Gaussian naive Bayes model exported to JSON; a test proves exact parity with scikit-learn on all 2,200 dataset rows. No backend, inputs never leave the page.
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Rotates your macOS wallpaper through public Pinterest boards. A
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More projects
- Windows_tools — standalone PowerShell utilities; non-destructive by default,
-DryRunand undo logs wherever data could be lost. - Downloads_Janitor_Mac — zsh tool that sorts Downloads into
Category/yyyy-MM/folders; previews first, never deletes, fully reversible. - Pharmacy-Management-System — Java Swing pharmacy inventory with expiry tracking, cart checkout and transaction history; zero external dependencies.
