Software engineer building useful AI tools.

Projects

• Model comparison

  Coding benchmark scores and source-specific usage/cost evidence.

  Sources & method

  DeepSWE v1.1 · PASS@1 · 113 tasks · mini-swe-agent. Captured October 12, 2026; leaderboard updated September 22. Latest model names verified October 12.

  Starting picks are the cheapest reported configuration within 10 or 3 score points of that cohort’s best. Expected-rate estimates and other reported averages are separate cohorts. Exact run snapshots, budgets and retries are unresolved; these are source-specific benchmark heuristics.

  Costs are reported averages or estimates, not invoices. Missing latest measurements are blank in the tables and have no plotted proxy. Leaderboard · Methodology · Changelog

  All configurations

  Configuration

• OpenAI Agents SDK contribution

  Merged contribution

  Fixed a circular dependency in the Python voice-streaming example.

• Live Transcriber

  Published Python package

  Python package for real-time microphone transcription with Deepgram.

  GitHub · PyPI

  15K+ downloads recorded download events · PePy

  ● Demo coming soon

• indentlogger

  Published Python library

  Python library for configurable nested-call tracing and automatic instrumentation.

  GitHub · PyPI · Downloads on PePy

  ● Demo coming soon

• Public Health Communication Reviewer

  Software prototype

  Python/FastAPI prototype reviewing ambiguous public-health wording for human review.

  GitHub

  ● Demo coming soon

• Meeting Canvas

  Interactive prototype

  Turn explicit relationships into editable diagrams. Pan, zoom and save diagrams in your browser.

  Open Meeting Canvas →

• BugSketch

  Annotate a screenshot or record a walkthrough with timed notes, then review and export locally.

  Capture → Annotate → ReviewOpen-source widget · no account · local export

  Reusable one-script install and self-host source download.

• System Design Studio

  Learning tool · in development

  Work through a URL-shortener design: requirements, API, traffic assumptions and a reasoned tradeoff. Save your attempt locally.

  Requirements → Interface → TradeoffsExplore reads, writes and cache assumptions →

• AI-Assisted Health Services Navigation

  Research in progress

  Working with Professor Arunim Garg on AI-assisted decision-making research to help older adults navigate health services.

  ● Demo coming soon

• Bob

  Personal AI development assistant

  Personal voice assistant for hands-free development with local Whisper transcription.

  ● Demo coming soon

• Vision Lab

  React/TypeScript prototype

  React/TypeScript/Three.js prototype with robot-path animation and simplified visibility checks.

  ● Demo coming soon

• Food Diary

  Local prototype · synthetic examples

  Try two fictional food fixtures, log portions and manage a diary in your browser. Live food lookup is not connected.

  Try the demo →

• Small Studio

  HTML/CSS editor · local prototype

  Edit source, preview it in isolation and save browser-local revisions. Import and export JSON packages.

  Open the editor →

• Newsletter

  In development · software engineering & AI

  Original learning notes on software and AI engineering. Two articles are available in the archive; email subscriptions aren’t open.

  Notes on software & AIArchive · 2 articles →