Automation · language tools · workflow software

Practical tools for messy workflows.

A small public collection of automation projects, language utilities, and workflow experiments built around turning repetitive manual processes into structured, reviewable software flows.

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3 hours to 5 minutes

Reduced one recurring dental case-intake workflow while preserving staff review.

OCR parsing Playwright retrieval Access handoff Supabase sync OpenCV triggers Windows tooling

Selected projects

Automation and workflow tools

Practical projects with visible workflows, technical notes, and live tools where a public demo is available.

Python automation · OCR · Access workflow

Dental Lab Automation

Local-first case-intake workflow for a dental lab using scanned slips, browser-retrieved digital cases, parsing, validation, duplicate warnings, and controlled handoff into an Access-based lab management process.

  • Converted scanned paper and portal case records into structured review fields.
  • Kept human verification before final case creation for ambiguous handwriting and inconsistent metadata.
  • Reduced one recurring workflow from about 3 hours to about 5 minutes.
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Scan or portal notice
OCR and parse
Validate and dedupe
Staff review
Access handoff
Beta

React · TypeScript · Supabase

Cross-Device Task Dashboard

Hosted beta task management PWA with Google OAuth, Supabase-backed account storage, local/demo fallback, stable ordering, backup/restore, and desktop/mobile sync boundaries.

  • Implemented typed task-to-row mapping, cloud upserts, remote retrieval, delete handling, and local fallback.
  • Built around realistic task categories, sync recovery, and responsive workflow planning.
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Cross-Device Task Dashboard demo board screenshot

Python · Playwright · monitoring

High-Demand Reservation Tool

Browser automation that monitors availability through page state and network responses, then alerts when a preferred match appears.

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Python · OpenCV · Windows API

Screen State Detection

Desktop automation tool that detects visual UI states with template matching and triggers configured mouse or keyboard responses.

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Public utilities

Language and workflow tools

Smaller live tools and experiments for language learning, lookup, and media workflows.

Mandarin Dictionary Aggregator

Searches Naver, Weblio, Wiktionary, Forvo, Baidu, DeepL, and other dictionary sources from one interface.

Open tool
Prototype

Chinese Localization Pipeline

Planned media-to-subtitle pipeline with audio recognition, multi-model translation review, and optional pinyin overlays.

Project note