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jdial1/README.md

Justin Dial (@jdial1)

Full-Stack Software Engineer & Database Architect
🔗 github.com/jdial1


💡 About Me

Software Engineer with a focus on Laboratory Information Systems (LIS), healthcare data integration, and high-performance relational database architectures. My professional work centers on building reliable clinical data pipelines, optimizing SQL queries for sub-millisecond execution, and automating laboratory hardware workflows.

Outside of healthcare systems, I build real-time multiplayer applications and simulation games using modern TypeScript, Node.js, and WebSockets.


🛠️ Skills & Tech Stack

CategoryTechnologies
Current FocusLIS Automation, HL7 Mirth Connect Channels, Database Change Control (Liquibase)
Core LanguagesJavaScript (ES6+), TypeScript, Python, SQL, Bash
Infrastructure & DBNode.js, Socket.IO, DB2 / SQL Relational Databases, Linux (Arch / OpenWrt)

⚡ Key Technical Domains & Impact

🏥 1. Healthcare IT & Laboratory Automation (MAWDDev)

Core contributor to clinical laboratory diagnostic pipelines and automated reporting suites for MAWD Pathology Group:

  • Database & Schema Management: Long-term maintainer of clinical database migrations via MAWDDev/mawd_lis_db_liquibase and order management APIs (mawd-api). Implemented accession order lock logging (accession_order_lock_log) and specimen-container relational mappings.
  • Mirth Connect HL7 Routing: Maintained and upgraded clinical messaging engines in MAWDDev/mirth-change-control and dspencer-kc/MirthChannels, including COM port discovery and node-local routing logic.
  • Lab Hardware Integration: Engineered real-time WebSocket communication between server backends and laboratory barcode/slide-tracking hardware in dspencer-kc/MAWDSlideTracker.
  • Python Automation Suite: Built and maintained daemon utilities for lab operations, including pyAutoReport, pyPDFsplit, pyPDFscan, pyFolderWatcher, and pyFax.

🚀 2. Performance Engineering & Optimization

  • LIS Query Latency: Refactored slide distribution and specimen select queries in production LIS tables, reducing average fetch time from 3.0s down to 15ms — a 99.5% latency reduction.
  • API Optimization: Rebuilt production diagnostic queries in mawd-api to reduce function complexity and cut execution time from 700ms down to 140ms.
  • Client-Side Bottlenecks: Eliminated UI freezing during rapid laboratory slide scanning by decoupling excessive data table re-fetches (loadTableData()) from hardware input events.

📂 Featured Repositories & Engineering Projects

RepositoryTech StackDescription & Architecture
jdial1/LAPJavaScript, Node.js, Socket.IOReal-time multiplayer web adaptation of a tabletop deduction puzzle. Implements an event-driven client-server architecture (SEND_GUESS$\rightarrow$SERVER_GUESS_RESPONSE) over persistent WebSockets.
jdial1/reactor-knockoff-2JavaScript, PWA, HTML5/CSSComplex management simulation game. Features a custom UI vulnerability hardening pass addressing stored/reflected XSS vectors in user-controlled dynamic interpolation.
jdial1/infiniteRTSTypeScriptReal-time strategy simulation experiment focusing on algorithmic resource generation, map entity scaling, and game-loop optimization.
jdial1/openwrt-linksys-ea7500v2-binC, Shell, Embedded LinuxCustom OpenWrt firmware builds and configuration for Linksys EA7500v2 networking hardware.

🤝 Open-Source Contributions & Community

  • commaai/connect: Logged telemetry UI regressions for Openpilot autonomous vehicle overlay mapping.
  • LukeSmithxyz/LARBS: Debugged Arch Linux AUR helper installer execution failures on clean boot environments.
  • dbeaver/dbeaver: Active tester and bug reporter for SQL editor parsing behavior on DB2/SQL query syntaxes.

Pinned Loading

  1. reactor-knockoff-2reactor-knockoff-2Public

    Forked from cwmonkey/reactor-knockoff

    JavaScript 1

  2. trafficSimtrafficSimPublic

    https://jdial1.github.io/trafficSim/

    TypeScript 1

  3. Chronicle-CryptogramChronicle-CryptogramPublic

    ChronicleCryptogram

    TypeScript

  4. clockClockclockClockPublic

    https://jdial1.github.io/clockClock/

    JavaScript

  5. dmvWaitlistdmvWaitlistPublic

    Python

  6. spr_chartspr_chartPublic

    https://jdial1.github.io/spr_chart/

    JavaScript

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
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jdial1/README.md

Justin Dial (@jdial1)

Full-Stack Software Engineer & Database Architect
🔗 github.com/jdial1


💡 About Me

Software Engineer with a focus on Laboratory Information Systems (LIS), healthcare data integration, and high-performance relational database architectures. My professional work centers on building reliable clinical data pipelines, optimizing SQL queries for sub-millisecond execution, and automating laboratory hardware workflows.

Outside of healthcare systems, I build real-time multiplayer applications and simulation games using modern TypeScript, Node.js, and WebSockets.


🛠️ Skills & Tech Stack

CategoryTechnologies
Current FocusLIS Automation, HL7 Mirth Connect Channels, Database Change Control (Liquibase)
Core LanguagesJavaScript (ES6+), TypeScript, Python, SQL, Bash
Infrastructure & DBNode.js, Socket.IO, DB2 / SQL Relational Databases, Linux (Arch / OpenWrt)

⚡ Key Technical Domains & Impact

🏥 1. Healthcare IT & Laboratory Automation (MAWDDev)

Core contributor to clinical laboratory diagnostic pipelines and automated reporting suites for MAWD Pathology Group:

  • Database & Schema Management: Long-term maintainer of clinical database migrations via MAWDDev/mawd_lis_db_liquibase and order management APIs (mawd-api). Implemented accession order lock logging (accession_order_lock_log) and specimen-container relational mappings.
  • Mirth Connect HL7 Routing: Maintained and upgraded clinical messaging engines in MAWDDev/mirth-change-control and dspencer-kc/MirthChannels, including COM port discovery and node-local routing logic.
  • Lab Hardware Integration: Engineered real-time WebSocket communication between server backends and laboratory barcode/slide-tracking hardware in dspencer-kc/MAWDSlideTracker.
  • Python Automation Suite: Built and maintained daemon utilities for lab operations, including pyAutoReport, pyPDFsplit, pyPDFscan, pyFolderWatcher, and pyFax.

🚀 2. Performance Engineering & Optimization

  • LIS Query Latency: Refactored slide distribution and specimen select queries in production LIS tables, reducing average fetch time from 3.0s down to 15ms — a 99.5% latency reduction.
  • API Optimization: Rebuilt production diagnostic queries in mawd-api to reduce function complexity and cut execution time from 700ms down to 140ms.
  • Client-Side Bottlenecks: Eliminated UI freezing during rapid laboratory slide scanning by decoupling excessive data table re-fetches (loadTableData()) from hardware input events.

📂 Featured Repositories & Engineering Projects

RepositoryTech StackDescription & Architecture
jdial1/LAPJavaScript, Node.js, Socket.IOReal-time multiplayer web adaptation of a tabletop deduction puzzle. Implements an event-driven client-server architecture (SEND_GUESS$\rightarrow$SERVER_GUESS_RESPONSE) over persistent WebSockets.
jdial1/reactor-knockoff-2JavaScript, PWA, HTML5/CSSComplex management simulation game. Features a custom UI vulnerability hardening pass addressing stored/reflected XSS vectors in user-controlled dynamic interpolation.
jdial1/infiniteRTSTypeScriptReal-time strategy simulation experiment focusing on algorithmic resource generation, map entity scaling, and game-loop optimization.
jdial1/openwrt-linksys-ea7500v2-binC, Shell, Embedded LinuxCustom OpenWrt firmware builds and configuration for Linksys EA7500v2 networking hardware.

🤝 Open-Source Contributions & Community

  • commaai/connect: Logged telemetry UI regressions for Openpilot autonomous vehicle overlay mapping.
  • LukeSmithxyz/LARBS: Debugged Arch Linux AUR helper installer execution failures on clean boot environments.
  • dbeaver/dbeaver: Active tester and bug reporter for SQL editor parsing behavior on DB2/SQL query syntaxes.

Pinned Loading

  1. reactor-knockoff-2reactor-knockoff-2Public

    Forked from cwmonkey/reactor-knockoff

    JavaScript 1

  2. trafficSimtrafficSimPublic

    https://jdial1.github.io/trafficSim/

    TypeScript 1

  3. Chronicle-CryptogramChronicle-CryptogramPublic

    ChronicleCryptogram

    TypeScript

  4. clockClockclockClockPublic

    https://jdial1.github.io/clockClock/

    JavaScript

  5. dmvWaitlistdmvWaitlistPublic

    Python

  6. spr_chartspr_chartPublic

    https://jdial1.github.io/spr_chart/

    JavaScript

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content
View jdial1's full-sized avatar

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Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

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Content in all repositories owned by your account will be closed.
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jdial1/README.md

Justin Dial (@jdial1)

Full-Stack Software Engineer & Database Architect
🔗 github.com/jdial1


💡 About Me

Software Engineer with a focus on Laboratory Information Systems (LIS), healthcare data integration, and high-performance relational database architectures. My professional work centers on building reliable clinical data pipelines, optimizing SQL queries for sub-millisecond execution, and automating laboratory hardware workflows.

Outside of healthcare systems, I build real-time multiplayer applications and simulation games using modern TypeScript, Node.js, and WebSockets.


🛠️ Skills & Tech Stack

CategoryTechnologies
Current FocusLIS Automation, HL7 Mirth Connect Channels, Database Change Control (Liquibase)
Core LanguagesJavaScript (ES6+), TypeScript, Python, SQL, Bash
Infrastructure & DBNode.js, Socket.IO, DB2 / SQL Relational Databases, Linux (Arch / OpenWrt)

⚡ Key Technical Domains & Impact

🏥 1. Healthcare IT & Laboratory Automation (MAWDDev)

Core contributor to clinical laboratory diagnostic pipelines and automated reporting suites for MAWD Pathology Group:

  • Database & Schema Management: Long-term maintainer of clinical database migrations via MAWDDev/mawd_lis_db_liquibase and order management APIs (mawd-api). Implemented accession order lock logging (accession_order_lock_log) and specimen-container relational mappings.
  • Mirth Connect HL7 Routing: Maintained and upgraded clinical messaging engines in MAWDDev/mirth-change-control and dspencer-kc/MirthChannels, including COM port discovery and node-local routing logic.
  • Lab Hardware Integration: Engineered real-time WebSocket communication between server backends and laboratory barcode/slide-tracking hardware in dspencer-kc/MAWDSlideTracker.
  • Python Automation Suite: Built and maintained daemon utilities for lab operations, including pyAutoReport, pyPDFsplit, pyPDFscan, pyFolderWatcher, and pyFax.

🚀 2. Performance Engineering & Optimization

  • LIS Query Latency: Refactored slide distribution and specimen select queries in production LIS tables, reducing average fetch time from 3.0s down to 15ms — a 99.5% latency reduction.
  • API Optimization: Rebuilt production diagnostic queries in mawd-api to reduce function complexity and cut execution time from 700ms down to 140ms.
  • Client-Side Bottlenecks: Eliminated UI freezing during rapid laboratory slide scanning by decoupling excessive data table re-fetches (loadTableData()) from hardware input events.

📂 Featured Repositories & Engineering Projects

RepositoryTech StackDescription & Architecture
jdial1/LAPJavaScript, Node.js, Socket.IOReal-time multiplayer web adaptation of a tabletop deduction puzzle. Implements an event-driven client-server architecture (SEND_GUESS$\rightarrow$SERVER_GUESS_RESPONSE) over persistent WebSockets.
jdial1/reactor-knockoff-2JavaScript, PWA, HTML5/CSSComplex management simulation game. Features a custom UI vulnerability hardening pass addressing stored/reflected XSS vectors in user-controlled dynamic interpolation.
jdial1/infiniteRTSTypeScriptReal-time strategy simulation experiment focusing on algorithmic resource generation, map entity scaling, and game-loop optimization.
jdial1/openwrt-linksys-ea7500v2-binC, Shell, Embedded LinuxCustom OpenWrt firmware builds and configuration for Linksys EA7500v2 networking hardware.

🤝 Open-Source Contributions & Community

  • commaai/connect: Logged telemetry UI regressions for Openpilot autonomous vehicle overlay mapping.
  • LukeSmithxyz/LARBS: Debugged Arch Linux AUR helper installer execution failures on clean boot environments.
  • dbeaver/dbeaver: Active tester and bug reporter for SQL editor parsing behavior on DB2/SQL query syntaxes.

Pinned Loading

  1. reactor-knockoff-2reactor-knockoff-2Public

    Forked from cwmonkey/reactor-knockoff

    JavaScript 1

  2. trafficSimtrafficSimPublic

    https://jdial1.github.io/trafficSim/

    TypeScript 1

  3. Chronicle-CryptogramChronicle-CryptogramPublic

    ChronicleCryptogram

    TypeScript

  4. clockClockclockClockPublic

    https://jdial1.github.io/clockClock/

    JavaScript

  5. dmvWaitlistdmvWaitlistPublic

    Python

  6. spr_chartspr_chartPublic

    https://jdial1.github.io/spr_chart/

    JavaScript

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
Skip to content
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jdial1/README.md

Justin Dial (@jdial1)

Full-Stack Software Engineer & Database Architect
🔗 github.com/jdial1


💡 About Me

Software Engineer with a focus on Laboratory Information Systems (LIS), healthcare data integration, and high-performance relational database architectures. My professional work centers on building reliable clinical data pipelines, optimizing SQL queries for sub-millisecond execution, and automating laboratory hardware workflows.

Outside of healthcare systems, I build real-time multiplayer applications and simulation games using modern TypeScript, Node.js, and WebSockets.


🛠️ Skills & Tech Stack

CategoryTechnologies
Current FocusLIS Automation, HL7 Mirth Connect Channels, Database Change Control (Liquibase)
Core LanguagesJavaScript (ES6+), TypeScript, Python, SQL, Bash
Infrastructure & DBNode.js, Socket.IO, DB2 / SQL Relational Databases, Linux (Arch / OpenWrt)

⚡ Key Technical Domains & Impact

🏥 1. Healthcare IT & Laboratory Automation (MAWDDev)

Core contributor to clinical laboratory diagnostic pipelines and automated reporting suites for MAWD Pathology Group:

  • Database & Schema Management: Long-term maintainer of clinical database migrations via MAWDDev/mawd_lis_db_liquibase and order management APIs (mawd-api). Implemented accession order lock logging (accession_order_lock_log) and specimen-container relational mappings.
  • Mirth Connect HL7 Routing: Maintained and upgraded clinical messaging engines in MAWDDev/mirth-change-control and dspencer-kc/MirthChannels, including COM port discovery and node-local routing logic.
  • Lab Hardware Integration: Engineered real-time WebSocket communication between server backends and laboratory barcode/slide-tracking hardware in dspencer-kc/MAWDSlideTracker.
  • Python Automation Suite: Built and maintained daemon utilities for lab operations, including pyAutoReport, pyPDFsplit, pyPDFscan, pyFolderWatcher, and pyFax.

🚀 2. Performance Engineering & Optimization

  • LIS Query Latency: Refactored slide distribution and specimen select queries in production LIS tables, reducing average fetch time from 3.0s down to 15ms — a 99.5% latency reduction.
  • API Optimization: Rebuilt production diagnostic queries in mawd-api to reduce function complexity and cut execution time from 700ms down to 140ms.
  • Client-Side Bottlenecks: Eliminated UI freezing during rapid laboratory slide scanning by decoupling excessive data table re-fetches (loadTableData()) from hardware input events.

📂 Featured Repositories & Engineering Projects

RepositoryTech StackDescription & Architecture
jdial1/LAPJavaScript, Node.js, Socket.IOReal-time multiplayer web adaptation of a tabletop deduction puzzle. Implements an event-driven client-server architecture (SEND_GUESS$\rightarrow$SERVER_GUESS_RESPONSE) over persistent WebSockets.
jdial1/reactor-knockoff-2JavaScript, PWA, HTML5/CSSComplex management simulation game. Features a custom UI vulnerability hardening pass addressing stored/reflected XSS vectors in user-controlled dynamic interpolation.
jdial1/infiniteRTSTypeScriptReal-time strategy simulation experiment focusing on algorithmic resource generation, map entity scaling, and game-loop optimization.
jdial1/openwrt-linksys-ea7500v2-binC, Shell, Embedded LinuxCustom OpenWrt firmware builds and configuration for Linksys EA7500v2 networking hardware.

🤝 Open-Source Contributions & Community

  • commaai/connect: Logged telemetry UI regressions for Openpilot autonomous vehicle overlay mapping.
  • LukeSmithxyz/LARBS: Debugged Arch Linux AUR helper installer execution failures on clean boot environments.
  • dbeaver/dbeaver: Active tester and bug reporter for SQL editor parsing behavior on DB2/SQL query syntaxes.

Pinned Loading

  1. reactor-knockoff-2reactor-knockoff-2Public

    Forked from cwmonkey/reactor-knockoff

    JavaScript 1

  2. trafficSimtrafficSimPublic

    https://jdial1.github.io/trafficSim/

    TypeScript 1

  3. Chronicle-CryptogramChronicle-CryptogramPublic

    ChronicleCryptogram

    TypeScript

  4. clockClockclockClockPublic

    https://jdial1.github.io/clockClock/

    JavaScript

  5. dmvWaitlistdmvWaitlistPublic

    Python

  6. spr_chartspr_chartPublic

    https://jdial1.github.io/spr_chart/

    JavaScript

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
Skip to content
View jdial1's full-sized avatar

Block or report jdial1

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

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Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
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jdial1/README.md

Justin Dial (@jdial1)

Full-Stack Software Engineer & Database Architect
🔗 github.com/jdial1


💡 About Me

Software Engineer with a focus on Laboratory Information Systems (LIS), healthcare data integration, and high-performance relational database architectures. My professional work centers on building reliable clinical data pipelines, optimizing SQL queries for sub-millisecond execution, and automating laboratory hardware workflows.

Outside of healthcare systems, I build real-time multiplayer applications and simulation games using modern TypeScript, Node.js, and WebSockets.


🛠️ Skills & Tech Stack

CategoryTechnologies
Current FocusLIS Automation, HL7 Mirth Connect Channels, Database Change Control (Liquibase)
Core LanguagesJavaScript (ES6+), TypeScript, Python, SQL, Bash
Infrastructure & DBNode.js, Socket.IO, DB2 / SQL Relational Databases, Linux (Arch / OpenWrt)

⚡ Key Technical Domains & Impact

🏥 1. Healthcare IT & Laboratory Automation (MAWDDev)

Core contributor to clinical laboratory diagnostic pipelines and automated reporting suites for MAWD Pathology Group:

  • Database & Schema Management: Long-term maintainer of clinical database migrations via MAWDDev/mawd_lis_db_liquibase and order management APIs (mawd-api). Implemented accession order lock logging (accession_order_lock_log) and specimen-container relational mappings.
  • Mirth Connect HL7 Routing: Maintained and upgraded clinical messaging engines in MAWDDev/mirth-change-control and dspencer-kc/MirthChannels, including COM port discovery and node-local routing logic.
  • Lab Hardware Integration: Engineered real-time WebSocket communication between server backends and laboratory barcode/slide-tracking hardware in dspencer-kc/MAWDSlideTracker.
  • Python Automation Suite: Built and maintained daemon utilities for lab operations, including pyAutoReport, pyPDFsplit, pyPDFscan, pyFolderWatcher, and pyFax.

🚀 2. Performance Engineering & Optimization

  • LIS Query Latency: Refactored slide distribution and specimen select queries in production LIS tables, reducing average fetch time from 3.0s down to 15ms — a 99.5% latency reduction.
  • API Optimization: Rebuilt production diagnostic queries in mawd-api to reduce function complexity and cut execution time from 700ms down to 140ms.
  • Client-Side Bottlenecks: Eliminated UI freezing during rapid laboratory slide scanning by decoupling excessive data table re-fetches (loadTableData()) from hardware input events.

📂 Featured Repositories & Engineering Projects

RepositoryTech StackDescription & Architecture
jdial1/LAPJavaScript, Node.js, Socket.IOReal-time multiplayer web adaptation of a tabletop deduction puzzle. Implements an event-driven client-server architecture (SEND_GUESS$\rightarrow$SERVER_GUESS_RESPONSE) over persistent WebSockets.
jdial1/reactor-knockoff-2JavaScript, PWA, HTML5/CSSComplex management simulation game. Features a custom UI vulnerability hardening pass addressing stored/reflected XSS vectors in user-controlled dynamic interpolation.
jdial1/infiniteRTSTypeScriptReal-time strategy simulation experiment focusing on algorithmic resource generation, map entity scaling, and game-loop optimization.
jdial1/openwrt-linksys-ea7500v2-binC, Shell, Embedded LinuxCustom OpenWrt firmware builds and configuration for Linksys EA7500v2 networking hardware.

🤝 Open-Source Contributions & Community

  • commaai/connect: Logged telemetry UI regressions for Openpilot autonomous vehicle overlay mapping.
  • LukeSmithxyz/LARBS: Debugged Arch Linux AUR helper installer execution failures on clean boot environments.
  • dbeaver/dbeaver: Active tester and bug reporter for SQL editor parsing behavior on DB2/SQL query syntaxes.

Pinned Loading

  1. reactor-knockoff-2reactor-knockoff-2Public

    Forked from cwmonkey/reactor-knockoff

    JavaScript 1

  2. trafficSimtrafficSimPublic

    https://jdial1.github.io/trafficSim/

    TypeScript 1

  3. Chronicle-CryptogramChronicle-CryptogramPublic

    ChronicleCryptogram

    TypeScript

  4. clockClockclockClockPublic

    https://jdial1.github.io/clockClock/

    JavaScript

  5. dmvWaitlistdmvWaitlistPublic

    Python

  6. spr_chartspr_chartPublic

    https://jdial1.github.io/spr_chart/

    JavaScript

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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jdial1/README.md

Justin Dial (@jdial1)

Full-Stack Software Engineer & Database Architect
🔗 github.com/jdial1


💡 About Me

Software Engineer with a focus on Laboratory Information Systems (LIS), healthcare data integration, and high-performance relational database architectures. My professional work centers on building reliable clinical data pipelines, optimizing SQL queries for sub-millisecond execution, and automating laboratory hardware workflows.

Outside of healthcare systems, I build real-time multiplayer applications and simulation games using modern TypeScript, Node.js, and WebSockets.


🛠️ Skills & Tech Stack

CategoryTechnologies
Current FocusLIS Automation, HL7 Mirth Connect Channels, Database Change Control (Liquibase)
Core LanguagesJavaScript (ES6+), TypeScript, Python, SQL, Bash
Infrastructure & DBNode.js, Socket.IO, DB2 / SQL Relational Databases, Linux (Arch / OpenWrt)

⚡ Key Technical Domains & Impact

🏥 1. Healthcare IT & Laboratory Automation (MAWDDev)

Core contributor to clinical laboratory diagnostic pipelines and automated reporting suites for MAWD Pathology Group:

  • Database & Schema Management: Long-term maintainer of clinical database migrations via MAWDDev/mawd_lis_db_liquibase and order management APIs (mawd-api). Implemented accession order lock logging (accession_order_lock_log) and specimen-container relational mappings.
  • Mirth Connect HL7 Routing: Maintained and upgraded clinical messaging engines in MAWDDev/mirth-change-control and dspencer-kc/MirthChannels, including COM port discovery and node-local routing logic.
  • Lab Hardware Integration: Engineered real-time WebSocket communication between server backends and laboratory barcode/slide-tracking hardware in dspencer-kc/MAWDSlideTracker.
  • Python Automation Suite: Built and maintained daemon utilities for lab operations, including pyAutoReport, pyPDFsplit, pyPDFscan, pyFolderWatcher, and pyFax.

🚀 2. Performance Engineering & Optimization

  • LIS Query Latency: Refactored slide distribution and specimen select queries in production LIS tables, reducing average fetch time from 3.0s down to 15ms — a 99.5% latency reduction.
  • API Optimization: Rebuilt production diagnostic queries in mawd-api to reduce function complexity and cut execution time from 700ms down to 140ms.
  • Client-Side Bottlenecks: Eliminated UI freezing during rapid laboratory slide scanning by decoupling excessive data table re-fetches (loadTableData()) from hardware input events.

📂 Featured Repositories & Engineering Projects

RepositoryTech StackDescription & Architecture
jdial1/LAPJavaScript, Node.js, Socket.IOReal-time multiplayer web adaptation of a tabletop deduction puzzle. Implements an event-driven client-server architecture (SEND_GUESS$\rightarrow$SERVER_GUESS_RESPONSE) over persistent WebSockets.
jdial1/reactor-knockoff-2JavaScript, PWA, HTML5/CSSComplex management simulation game. Features a custom UI vulnerability hardening pass addressing stored/reflected XSS vectors in user-controlled dynamic interpolation.
jdial1/infiniteRTSTypeScriptReal-time strategy simulation experiment focusing on algorithmic resource generation, map entity scaling, and game-loop optimization.
jdial1/openwrt-linksys-ea7500v2-binC, Shell, Embedded LinuxCustom OpenWrt firmware builds and configuration for Linksys EA7500v2 networking hardware.

🤝 Open-Source Contributions & Community

  • commaai/connect: Logged telemetry UI regressions for Openpilot autonomous vehicle overlay mapping.
  • LukeSmithxyz/LARBS: Debugged Arch Linux AUR helper installer execution failures on clean boot environments.
  • dbeaver/dbeaver: Active tester and bug reporter for SQL editor parsing behavior on DB2/SQL query syntaxes.

Pinned Loading

  1. reactor-knockoff-2reactor-knockoff-2Public

    Forked from cwmonkey/reactor-knockoff

    JavaScript 1

  2. trafficSimtrafficSimPublic

    https://jdial1.github.io/trafficSim/

    TypeScript 1

  3. Chronicle-CryptogramChronicle-CryptogramPublic

    ChronicleCryptogram

    TypeScript

  4. clockClockclockClockPublic

    https://jdial1.github.io/clockClock/

    JavaScript

  5. dmvWaitlistdmvWaitlistPublic

    Python

  6. spr_chartspr_chartPublic

    https://jdial1.github.io/spr_chart/

    JavaScript

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
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jdial1/README.md

Justin Dial (@jdial1)

Full-Stack Software Engineer & Database Architect
🔗 github.com/jdial1


💡 About Me

Software Engineer with a focus on Laboratory Information Systems (LIS), healthcare data integration, and high-performance relational database architectures. My professional work centers on building reliable clinical data pipelines, optimizing SQL queries for sub-millisecond execution, and automating laboratory hardware workflows.

Outside of healthcare systems, I build real-time multiplayer applications and simulation games using modern TypeScript, Node.js, and WebSockets.


🛠️ Skills & Tech Stack

CategoryTechnologies
Current FocusLIS Automation, HL7 Mirth Connect Channels, Database Change Control (Liquibase)
Core LanguagesJavaScript (ES6+), TypeScript, Python, SQL, Bash
Infrastructure & DBNode.js, Socket.IO, DB2 / SQL Relational Databases, Linux (Arch / OpenWrt)

⚡ Key Technical Domains & Impact

🏥 1. Healthcare IT & Laboratory Automation (MAWDDev)

Core contributor to clinical laboratory diagnostic pipelines and automated reporting suites for MAWD Pathology Group:

  • Database & Schema Management: Long-term maintainer of clinical database migrations via MAWDDev/mawd_lis_db_liquibase and order management APIs (mawd-api). Implemented accession order lock logging (accession_order_lock_log) and specimen-container relational mappings.
  • Mirth Connect HL7 Routing: Maintained and upgraded clinical messaging engines in MAWDDev/mirth-change-control and dspencer-kc/MirthChannels, including COM port discovery and node-local routing logic.
  • Lab Hardware Integration: Engineered real-time WebSocket communication between server backends and laboratory barcode/slide-tracking hardware in dspencer-kc/MAWDSlideTracker.
  • Python Automation Suite: Built and maintained daemon utilities for lab operations, including pyAutoReport, pyPDFsplit, pyPDFscan, pyFolderWatcher, and pyFax.

🚀 2. Performance Engineering & Optimization

  • LIS Query Latency: Refactored slide distribution and specimen select queries in production LIS tables, reducing average fetch time from 3.0s down to 15ms — a 99.5% latency reduction.
  • API Optimization: Rebuilt production diagnostic queries in mawd-api to reduce function complexity and cut execution time from 700ms down to 140ms.
  • Client-Side Bottlenecks: Eliminated UI freezing during rapid laboratory slide scanning by decoupling excessive data table re-fetches (loadTableData()) from hardware input events.

📂 Featured Repositories & Engineering Projects

RepositoryTech StackDescription & Architecture
jdial1/LAPJavaScript, Node.js, Socket.IOReal-time multiplayer web adaptation of a tabletop deduction puzzle. Implements an event-driven client-server architecture (SEND_GUESS$\rightarrow$SERVER_GUESS_RESPONSE) over persistent WebSockets.
jdial1/reactor-knockoff-2JavaScript, PWA, HTML5/CSSComplex management simulation game. Features a custom UI vulnerability hardening pass addressing stored/reflected XSS vectors in user-controlled dynamic interpolation.
jdial1/infiniteRTSTypeScriptReal-time strategy simulation experiment focusing on algorithmic resource generation, map entity scaling, and game-loop optimization.
jdial1/openwrt-linksys-ea7500v2-binC, Shell, Embedded LinuxCustom OpenWrt firmware builds and configuration for Linksys EA7500v2 networking hardware.

🤝 Open-Source Contributions & Community

  • commaai/connect: Logged telemetry UI regressions for Openpilot autonomous vehicle overlay mapping.
  • LukeSmithxyz/LARBS: Debugged Arch Linux AUR helper installer execution failures on clean boot environments.
  • dbeaver/dbeaver: Active tester and bug reporter for SQL editor parsing behavior on DB2/SQL query syntaxes.

Pinned Loading

  1. reactor-knockoff-2reactor-knockoff-2Public

    Forked from cwmonkey/reactor-knockoff

    JavaScript 1

  2. trafficSimtrafficSimPublic

    https://jdial1.github.io/trafficSim/

    TypeScript 1

  3. Chronicle-CryptogramChronicle-CryptogramPublic

    ChronicleCryptogram

    TypeScript

  4. clockClockclockClockPublic

    https://jdial1.github.io/clockClock/

    JavaScript

  5. dmvWaitlistdmvWaitlistPublic

    Python

  6. spr_chartspr_chartPublic

    https://jdial1.github.io/spr_chart/

    JavaScript

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
Skip to content
View jdial1's full-sized avatar

Block or report jdial1

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

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Content in all repositories owned by your account will be closed.
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jdial1/README.md

Justin Dial (@jdial1)

Full-Stack Software Engineer & Database Architect
🔗 github.com/jdial1


💡 About Me

Software Engineer with a focus on Laboratory Information Systems (LIS), healthcare data integration, and high-performance relational database architectures. My professional work centers on building reliable clinical data pipelines, optimizing SQL queries for sub-millisecond execution, and automating laboratory hardware workflows.

Outside of healthcare systems, I build real-time multiplayer applications and simulation games using modern TypeScript, Node.js, and WebSockets.


🛠️ Skills & Tech Stack

CategoryTechnologies
Current FocusLIS Automation, HL7 Mirth Connect Channels, Database Change Control (Liquibase)
Core LanguagesJavaScript (ES6+), TypeScript, Python, SQL, Bash
Infrastructure & DBNode.js, Socket.IO, DB2 / SQL Relational Databases, Linux (Arch / OpenWrt)

⚡ Key Technical Domains & Impact

🏥 1. Healthcare IT & Laboratory Automation (MAWDDev)

Core contributor to clinical laboratory diagnostic pipelines and automated reporting suites for MAWD Pathology Group:

  • Database & Schema Management: Long-term maintainer of clinical database migrations via MAWDDev/mawd_lis_db_liquibase and order management APIs (mawd-api). Implemented accession order lock logging (accession_order_lock_log) and specimen-container relational mappings.
  • Mirth Connect HL7 Routing: Maintained and upgraded clinical messaging engines in MAWDDev/mirth-change-control and dspencer-kc/MirthChannels, including COM port discovery and node-local routing logic.
  • Lab Hardware Integration: Engineered real-time WebSocket communication between server backends and laboratory barcode/slide-tracking hardware in dspencer-kc/MAWDSlideTracker.
  • Python Automation Suite: Built and maintained daemon utilities for lab operations, including pyAutoReport, pyPDFsplit, pyPDFscan, pyFolderWatcher, and pyFax.

🚀 2. Performance Engineering & Optimization

  • LIS Query Latency: Refactored slide distribution and specimen select queries in production LIS tables, reducing average fetch time from 3.0s down to 15ms — a 99.5% latency reduction.
  • API Optimization: Rebuilt production diagnostic queries in mawd-api to reduce function complexity and cut execution time from 700ms down to 140ms.
  • Client-Side Bottlenecks: Eliminated UI freezing during rapid laboratory slide scanning by decoupling excessive data table re-fetches (loadTableData()) from hardware input events.

📂 Featured Repositories & Engineering Projects

RepositoryTech StackDescription & Architecture
jdial1/LAPJavaScript, Node.js, Socket.IOReal-time multiplayer web adaptation of a tabletop deduction puzzle. Implements an event-driven client-server architecture (SEND_GUESS$\rightarrow$SERVER_GUESS_RESPONSE) over persistent WebSockets.
jdial1/reactor-knockoff-2JavaScript, PWA, HTML5/CSSComplex management simulation game. Features a custom UI vulnerability hardening pass addressing stored/reflected XSS vectors in user-controlled dynamic interpolation.
jdial1/infiniteRTSTypeScriptReal-time strategy simulation experiment focusing on algorithmic resource generation, map entity scaling, and game-loop optimization.
jdial1/openwrt-linksys-ea7500v2-binC, Shell, Embedded LinuxCustom OpenWrt firmware builds and configuration for Linksys EA7500v2 networking hardware.

🤝 Open-Source Contributions & Community

  • commaai/connect: Logged telemetry UI regressions for Openpilot autonomous vehicle overlay mapping.
  • LukeSmithxyz/LARBS: Debugged Arch Linux AUR helper installer execution failures on clean boot environments.
  • dbeaver/dbeaver: Active tester and bug reporter for SQL editor parsing behavior on DB2/SQL query syntaxes.

Pinned Loading

  1. reactor-knockoff-2reactor-knockoff-2Public

    Forked from cwmonkey/reactor-knockoff

    JavaScript 1

  2. trafficSimtrafficSimPublic

    https://jdial1.github.io/trafficSim/

    TypeScript 1

  3. Chronicle-CryptogramChronicle-CryptogramPublic

    ChronicleCryptogram

    TypeScript

  4. clockClockclockClockPublic

    https://jdial1.github.io/clockClock/

    JavaScript

  5. dmvWaitlistdmvWaitlistPublic

    Python

  6. spr_chartspr_chartPublic

    https://jdial1.github.io/spr_chart/

    JavaScript