Jeremy Neely
Text Jeremy
Documents & OCR · Prototype
OCR Review Studio
Upload a scan, check OCR line by line, tune it, export Markdown.
Built for: Someone digitizing a scanned document, such as a handwritten parts list
The problem
OCR output is only useful if someone can see where it went wrong, but most tools hand back a plain text dump. Tuning OCR for faded scans, phone photos or handwriting is guesswork.
What I built
I built a local Flask web app that runs PaddleOCR on an uploaded document and shows the page and the extracted text linked by position, with confidence-colored boxes. A short document clue seeds the settings, and the accepted result exports as structured Markdown.
How it works
- Upload a PDF or image and add an optional clue.
- The clue sets the first-pass OCR settings.
- Review the page and the text side by side.
- Tune any of 22 settings and re-run.
- Fix characters inline and export Markdown.
Built with
- Python
- Flask 3
- PaddleOCR
- PyMuPDF
- Pillow
- JavaScript
More of Jeremy's work
Web Apps & Dashboards
Security & Compliance
Documents & OCR
AI & Agents
- AME MCP ServerOne governed doorway between AI assistants and business systems.
- CAD Drawing IndexLets staff ask their AI assistant what is inside AutoCAD drawings.
- Secure AI Hatz TipsFact-checked how-to answers inside the AI chat customers already use.
- Hatz User WatchWarns admins before any person runs out of AI credits.
- AI Hours TrackerAI interviews staff and writes up each AI time-saving win for leadership.
- Meeting Summary BuilderTurns a Teams or Zoom transcript into a branded Word meeting summary.
- Hatz Usage WatchTray app that tracks every Hatz AI client's monthly credit use and warns early.
- Secure AI for ExcelChat with any Hatz AI model inside Excel and let it do the work.
- TokenXMeasures what each Hatz AI model really costs, then helps people choose.
- FollowUp AITracks sent emails still waiting on a reply and helps close them.
- localzeroInbox-zero triage for Outlook Classic, run locally with Claude.
- Secure AI Advanced ChatSaved-prompt workspaces for Claude through the Hatz AI gateway.
- Hatz Admin ToolkitAdmin tools for moving users and bulk-assigning roles in Hatz AI.
- Secure AI Process MapThe 90-day Secure AI onboarding program on one clickable page.
Desktop Apps
- MDViewA portable Markdown reader and editor for Windows, one file, no install.
- CommCentralTeams, Outlook, calendar, inbox KPIs and an AI assistant in one window.
- N-ToolsOne portable Windows toolkit to diagnose, repair and document a PC.
- TicketNotesTime tracker that drafts Q360 timebill notes with AI.
- Activity LogRecords your workday and turns any time range into a ticket write-up.
- PriorityNotifyVIP emails and Teams chats that break through meetings and mute.
- MeetingRemindMeeting reminders that check you actually joined the call.
- MyDashA self-building launcher for every tool in a scripts folder.
- AppWatcherKeeps important tray apps running and alerts when they keep failing.