mudrhakimi.com Ecosystem

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EMNOTES

Emnotes

Locked

Clinical notes, references, and editing workflows.

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EMSCRIBE

Emscribe

Locked

Structured ED documentation and AI-assisted workflow tools.

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EMQBank

Question bank

Locked

Emergency medicine question practice, past-year authoring, and AI-assisted marking.

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PaedCalc

Pediatric resus calculator

Quick

Weight-first WETFLAG, PALS code drugs, glucose variants, airway sizing, and fast drug search.

Open PaedCalc

Labs

AI Sandbox

Trial

Try retrieval, web search, and model responses with LM Studio or free OpenRouter models.

Try Labs

Origin story

How it was built

From a blank page to a full clinical workspace — one step at a time.

March 2026 — present

The Beginning

Everything started with a blank slate and a simple idea — a personal clinical notes hub, built from scratch.

  • First page live
  • Searchable knowledge base with 37 clinical pages across 11 topics
  • Drag-and-drop sidebar with nested document organisation
  • File uploads up to 100 MB
  • Draft saving and publishing workflow
March 2026
March 2026

The Beginning

Everything started with a blank slate and a simple idea — a personal clinical notes hub, built from scratch.

  • First page live
  • Searchable knowledge base with 37 clinical pages across 11 topics
  • Drag-and-drop sidebar with nested document organisation
  • File uploads up to 100 MB
  • Draft saving and publishing workflow
March 2026

Rich Editor & AI Writing

Upgraded to a full block-based rich text editor with AI writing built right in.

  • Block-based document editor (headings, tables, callouts, media)
  • AI-assisted writing — generate, reformat, and continue text
  • Table of contents with live scroll navigation
  • Keyboard shortcuts for common formatting
  • Sign in with Google
March 2026

Rich Editor & AI Writing

Upgraded to a full block-based rich text editor with AI writing built right in.

  • Block-based document editor (headings, tables, callouts, media)
  • AI-assisted writing — generate, reformat, and continue text
  • Table of contents with live scroll navigation
  • Keyboard shortcuts for common formatting
  • Sign in with Google

Cloud & Production

Moved from a local setup to a proper cloud-hosted deployment — the platform went live.

  • Migrated to cloud database
  • Optimised server performance
  • Stable, fast page loads with caching
  • Streaming AI responses that work through the reverse proxy
March 2026
March 2026

Cloud & Production

Moved from a local setup to a proper cloud-hosted deployment — the platform went live.

  • Migrated to cloud database
  • Optimised server performance
  • Stable, fast page loads with caching
  • Streaming AI responses that work through the reverse proxy
March – April 2026

EMScribe Is Born

A dedicated AI medical scribe module — built to help generate structured clinical notes faster.

  • Patient workspaces with full SOAP note structure
  • AI-generated clinical impressions and management plans
  • Follow-up assistant for refining individual sections
  • Reference document library for each patient
  • Web search integration to ground AI responses in current guidelines
March – April 2026

EMScribe Is Born

A dedicated AI medical scribe module — built to help generate structured clinical notes faster.

  • Patient workspaces with full SOAP note structure
  • AI-generated clinical impressions and management plans
  • Follow-up assistant for refining individual sections
  • Reference document library for each patient
  • Web search integration to ground AI responses in current guidelines

Local AI Support

Added support for running AI models locally — faster responses and full control over what model is used.

  • Streamed AI responses for instant feedback
  • Two-stage analysis: impression first, then management plan
  • Background queuing for slower analyses
  • Robust handling of imperfect AI outputs
  • Standalone ABG Analyzer page
April 2026
April 2026

Local AI Support

Added support for running AI models locally — faster responses and full control over what model is used.

  • Streamed AI responses for instant feedback
  • Two-stage analysis: impression first, then management plan
  • Background queuing for slower analyses
  • Robust handling of imperfect AI outputs
  • Standalone ABG Analyzer page
April 2026

AI Model Management

Built a proper admin panel to manage which AI models are available — no more hardcoded settings.

  • Database-driven AI model catalogue
  • Admin toggle to enable/disable models
  • Tiered user access (free and pro levels)
  • Usage analytics and cost tracking
  • Pricing info per model from official sources
April 2026

AI Model Management

Built a proper admin panel to manage which AI models are available — no more hardcoded settings.

  • Database-driven AI model catalogue
  • Admin toggle to enable/disable models
  • Tiered user access (free and pro levels)
  • Usage analytics and cost tracking
  • Pricing info per model from official sources

Smart Document Search

Notes and references became searchable by meaning, not just keywords — the AI can now retrieve relevant context automatically.

  • Semantic document search across notes and uploads
  • AI reads uploaded PDFs and Word documents as reference context
  • Source citations shown inline in AI responses
  • Hybrid search combining keyword and semantic matching
  • Personal public catalog — share notes with a public link
April – May 2026
April – May 2026

Smart Document Search

Notes and references became searchable by meaning, not just keywords — the AI can now retrieve relevant context automatically.

  • Semantic document search across notes and uploads
  • AI reads uploaded PDFs and Word documents as reference context
  • Source citations shown inline in AI responses
  • Hybrid search combining keyword and semantic matching
  • Personal public catalog — share notes with a public link
May 2026

Labs

An open AI sandbox — try out retrieval, web search, and multimodal responses in a free-form workspace.

  • Live web retrieval with ranked, cited sources
  • Image extraction from web pages
  • Advanced document parsing including scanned PDFs
  • Generated media clipboard — copy AI content directly into notes
  • Import Labs responses straight into a note
May 2026

Labs

An open AI sandbox — try out retrieval, web search, and multimodal responses in a free-form workspace.

  • Live web retrieval with ranked, cited sources
  • Image extraction from web pages
  • Advanced document parsing including scanned PDFs
  • Generated media clipboard — copy AI content directly into notes
  • Import Labs responses straight into a note
🚧

Still building...