diff --git a/cv_template.html b/cv_template.html
index 7f3f380..ff5cccc 100644
--- a/cv_template.html
+++ b/cv_template.html
@@ -102,8 +102,8 @@
   <div class="section-title">Core Competencies & Skills</div>
   <!-- PHP WILL INJECT ATS KEYWORDS HERE -->
   <p><strong>Targeted Expertise:</strong> {{DYNAMIC_SKILLS}}</p>
-  <p><strong>Technologies:</strong> Flutter/Dart (BLoC/Cubit, GetX), PHP, Python (FastAPI/Flask), Node.js, MySQL, PostgreSQL, AWS/Cloud Infrastructure, Git, Docker.</p>
-  <p><strong>Domains:</strong> System Architecture, Distributed Systems, GIS/Mapping (OSM), FinTech (Payment Gateways), AI/ML Integration, Zero-Trust Security.</p>
+  <p><strong>Technologies:</strong> Flutter/Dart (BLoC/Cubit, GetX), PHP, Python (FastAPI/Flask), Node.js, MySQL, PostgreSQL, AWS/Cloud Infrastructure, Git, Docker, CI/CD (GitHub Actions).</p>
+  <p><strong>Domains & Methodologies:</strong> System Architecture, Distributed Systems, GIS/Mapping (OSM), FinTech (Payment Gateways), AI/ML Integration, Zero-Trust Security, Agile/Scrum (Solo & Startup-adapted sprint planning/delivery).</p>
 
   <div class="section-title">Professional Experience</div>
 
@@ -141,20 +141,9 @@
     <ul>
       <li>Delivered 25+ production enterprise applications across GIS, FinTech, HR, and utilities for clients across the MENA region, leading full lifecycle architecture.</li>
       <li>Developed Nabih (AI Smart Responder): designed and built an intelligent virtual assistant system connecting a Flutter mobile application (using BLoC Cubit state management) with custom PHP backend APIs.</li>
+      <li>Developed Musadaq (AI-Powered Invoice Processing): engineered an automated KYC and invoice document processing platform using AI vision models for text extraction, line-item recognition, and async pipelines.</li>
       <li>Architected a high-concurrency Node.js WhatsApp Bridge server orchestrating up to 6 isolated headless Puppeteer sessions in parallel with strict memory-leak prevention.</li>
-      <li>Integrated AI vision models for document analysis (KYC) and automated invoice processing pipelines.</li>
-    </ul>
-  </div>
-
-  <div class="job-block">
-    <div class="job-header">
-      <div class="job-title">Operations & Project Leadership — Jordan Armed Forces</div>
-      <div class="job-meta">Oct 2003 – Nov 2023 | Jordan</div>
-      <div class="clear"></div>
-    </div>
-    <ul>
-      <li>20 years of progressive leadership in mission-critical environments. Led cross-functional teams of 20-50+ personnel across complex operations.</li>
-      <li>Project planning, crisis management, risk assessment, logistics coordination, and budget management. Retired as Lieutenant Colonel.</li>
+      <li>Conducted comprehensive manual quality assurance, executing API validation via Postman and real-device testing across Android/iOS to ensure production readiness.</li>
     </ul>
   </div>
 
@@ -163,6 +152,7 @@
     <li><strong>IntaleqMaps Infrastructure:</strong> Engineered a proprietary mapping engine and tile server based on OpenStreetMap, completely replacing third-party dependencies for geocoding and routing across MENA.</li>
     <li><strong>Tripz & Intaleq Mobility Systems:</strong> Developed real-time dispatch and tracking backends using WebSockets, integrating driver payout wallets and custom payment gateways.</li>
     <li><strong>Nabih AI Smart Responder:</strong> Architected and built an intelligent virtual assistant system orchestrating a Flutter mobile application (integrated with BLoC Cubit state management) and a secure, highly scalable PHP backend API for automated, context-aware query resolution.</li>
+    <li><strong>Musadaq AI Invoice Processor:</strong> Built an intelligent document processing SaaS platform leveraging AI vision models for automated line-item extraction, tax calculations, and async processing pipelines with real-time push notifications.</li>
     <li><strong>SaaS Multi-Tenant WhatsApp Gateway:</strong> Architected a high-concurrency Node.js WhatsApp Bridge server managing up to 6 isolated headless Puppeteer instances in parallel, utilizing a hybrid WebSocket/REST real-time pipeline to stream sub-second delivery status indicators (ACK) with query-optimized MySQL archiving.</li>
     <li><strong>Intaleq Identity & Security Architecture:</strong> Engineered a stateless JWT-based authentication system with Role-Based Access Control (RBAC) and device fingerprint binding, securing concurrent connections across a highly regulated distributed network.</li>
     <li><strong>Microservices & AI Automation (SaaS):</strong> Architected and deployed end-to-end commercial SaaS platforms (Jordan Bot, Meta Ads Manager) using Dockerized NestJS/React environments, accelerating delivery through AI-assisted workflows.</li>
diff --git a/profile.js b/profile.js
index 22130b0..cba0902 100644
--- a/profile.js
+++ b/profile.js
@@ -4,17 +4,17 @@
 const DEFAULT_PROFILE = `HAMZA AYED — Technical Architect | Solutions Architect | Full-Stack & Cloud | GIS & FinTech
 
 SUMMARY:
-Technical Architect with 6+ years designing and building high-scale, mission-critical distributed systems. Proven track record architecting complete mobile ecosystems, proprietary mapping infrastructure (OpenStreetMap), custom FinTech payment solutions, and AI-powered document processing platforms. Led cross-functional engineering teams of 20-50+ in high-stakes, mission-critical environments across a 20-year operational leadership career. 30+ production apps on Google Play and App Store. 51 professional certifications (Google, IBM, Meta).
+Technical Architect with 6+ years designing and building high-scale distributed systems. Proven track record architecting complete mobile ecosystems, proprietary mapping infrastructure (OpenStreetMap), custom FinTech payment solutions, and AI-powered document processing platforms. Led cross-functional engineering teams to deliver high-performance applications. 30+ production apps on Google Play and App Store. 51 professional certifications (Google, IBM, Meta).
 
 CORE SKILLS:
-- Architecture: System Design, API Architecture, Database Design, Cloud Infrastructure, Security Architecture, Microservices, Event-Driven Architecture, Domain-Driven Design
-- Mobile: Flutter/Dart (Expert), 30+ production apps, GetX/Bloc/Cubit, Clean Architecture, Offline-first, OTA updates (Shorebird)
-- Backend: PHP (production), FastAPI, Flask, NestJS, Django, Node.js, MySQL, PostgreSQL, Firebase
+- Architecture & Methodologies: System Design, API Architecture, Database Design, Cloud Infrastructure, Security Architecture, Microservices, Event-Driven Architecture, Domain-Driven Design, Agile/Scrum (Solo & Startup-adapted sprint planning/delivery)
+- Mobile: Flutter/Dart (Expert), 30+ production apps, GetX/Bloc/Cubit, Clean Architecture, Offline-first, OTA updates (Shorebird), Manual QA & Real-Device Validation
+- Backend: PHP (production), FastAPI, Flask, NestJS, Django, Node.js, MySQL, PostgreSQL, Firebase, API Validation (Postman)
 - GIS/Mapping: OpenStreetMap, Custom Tile Server, Mapping SDK (Flutter + JS, published on pub.dev & NPM), Geocoding, Route Optimization
 - FinTech: Stripe, PayPal, Paymob, Custom Payment Gateway, Digital Wallets, Driver Payout Systems
 - AI/ML: Gemini Vision Models, LLM Integration, Invoice Processing, KYC Verification, Document Analysis, Chatbot Systems
 - Security: 3-layer Encryption, freeRASP, SSL/TLS Hardening, Server Hardening, Intrusion Monitoring
-- DevOps: Linux Server Admin, CI/CD pipelines, Docker, Git, Nginx, Load Balancing, Shorebird Code Push
+- DevOps: Linux Server Admin, CI/CD pipelines (GitHub Actions), Docker, Git, Nginx, Load Balancing, Shorebird Code Push
 
 KEY ACHIEVEMENTS:
 - Built IntaleqMaps: proprietary mapping platform on OSM, saving $800–$30,000/month vs Google Maps API
@@ -36,8 +36,6 @@ EXPERIENCE:
   → Built ride-hailing platform from zero: 8 ride types, 8% driver commission (lowest in market). Full-stack: Flutter apps, PHP backend, payment integrations.
 - Mobile Solutions Architect — Freelance | Jan 2017–Dec 2023 | Jordan/Remote
   → 25+ production apps across MENA clients spanning healthcare, logistics, sports, HR, and utilities.
-- Operations & Logistics Leadership — Jordan Armed Forces | Oct 2003–Nov 2023
-  → 20 years of operational leadership. Led teams of 20–50+ personnel in mission-critical environments. Crisis management, logistics planning, security clearance.
 
 EDUCATION:
 - BS Mathematics (Applied Computing & Algorithms), Mutah University, 2003–2007 (Very Good)
diff --git a/server/cv_template.html b/server/cv_template.html
index 7f3f380..ff5cccc 100644
--- a/server/cv_template.html
+++ b/server/cv_template.html
@@ -102,8 +102,8 @@
   <div class="section-title">Core Competencies & Skills</div>
   <!-- PHP WILL INJECT ATS KEYWORDS HERE -->
   <p><strong>Targeted Expertise:</strong> {{DYNAMIC_SKILLS}}</p>
-  <p><strong>Technologies:</strong> Flutter/Dart (BLoC/Cubit, GetX), PHP, Python (FastAPI/Flask), Node.js, MySQL, PostgreSQL, AWS/Cloud Infrastructure, Git, Docker.</p>
-  <p><strong>Domains:</strong> System Architecture, Distributed Systems, GIS/Mapping (OSM), FinTech (Payment Gateways), AI/ML Integration, Zero-Trust Security.</p>
+  <p><strong>Technologies:</strong> Flutter/Dart (BLoC/Cubit, GetX), PHP, Python (FastAPI/Flask), Node.js, MySQL, PostgreSQL, AWS/Cloud Infrastructure, Git, Docker, CI/CD (GitHub Actions).</p>
+  <p><strong>Domains & Methodologies:</strong> System Architecture, Distributed Systems, GIS/Mapping (OSM), FinTech (Payment Gateways), AI/ML Integration, Zero-Trust Security, Agile/Scrum (Solo & Startup-adapted sprint planning/delivery).</p>
 
   <div class="section-title">Professional Experience</div>
 
@@ -141,20 +141,9 @@
     <ul>
       <li>Delivered 25+ production enterprise applications across GIS, FinTech, HR, and utilities for clients across the MENA region, leading full lifecycle architecture.</li>
       <li>Developed Nabih (AI Smart Responder): designed and built an intelligent virtual assistant system connecting a Flutter mobile application (using BLoC Cubit state management) with custom PHP backend APIs.</li>
+      <li>Developed Musadaq (AI-Powered Invoice Processing): engineered an automated KYC and invoice document processing platform using AI vision models for text extraction, line-item recognition, and async pipelines.</li>
       <li>Architected a high-concurrency Node.js WhatsApp Bridge server orchestrating up to 6 isolated headless Puppeteer sessions in parallel with strict memory-leak prevention.</li>
-      <li>Integrated AI vision models for document analysis (KYC) and automated invoice processing pipelines.</li>
-    </ul>
-  </div>
-
-  <div class="job-block">
-    <div class="job-header">
-      <div class="job-title">Operations & Project Leadership — Jordan Armed Forces</div>
-      <div class="job-meta">Oct 2003 – Nov 2023 | Jordan</div>
-      <div class="clear"></div>
-    </div>
-    <ul>
-      <li>20 years of progressive leadership in mission-critical environments. Led cross-functional teams of 20-50+ personnel across complex operations.</li>
-      <li>Project planning, crisis management, risk assessment, logistics coordination, and budget management. Retired as Lieutenant Colonel.</li>
+      <li>Conducted comprehensive manual quality assurance, executing API validation via Postman and real-device testing across Android/iOS to ensure production readiness.</li>
     </ul>
   </div>
 
@@ -163,6 +152,7 @@
     <li><strong>IntaleqMaps Infrastructure:</strong> Engineered a proprietary mapping engine and tile server based on OpenStreetMap, completely replacing third-party dependencies for geocoding and routing across MENA.</li>
     <li><strong>Tripz & Intaleq Mobility Systems:</strong> Developed real-time dispatch and tracking backends using WebSockets, integrating driver payout wallets and custom payment gateways.</li>
     <li><strong>Nabih AI Smart Responder:</strong> Architected and built an intelligent virtual assistant system orchestrating a Flutter mobile application (integrated with BLoC Cubit state management) and a secure, highly scalable PHP backend API for automated, context-aware query resolution.</li>
+    <li><strong>Musadaq AI Invoice Processor:</strong> Built an intelligent document processing SaaS platform leveraging AI vision models for automated line-item extraction, tax calculations, and async processing pipelines with real-time push notifications.</li>
     <li><strong>SaaS Multi-Tenant WhatsApp Gateway:</strong> Architected a high-concurrency Node.js WhatsApp Bridge server managing up to 6 isolated headless Puppeteer instances in parallel, utilizing a hybrid WebSocket/REST real-time pipeline to stream sub-second delivery status indicators (ACK) with query-optimized MySQL archiving.</li>
     <li><strong>Intaleq Identity & Security Architecture:</strong> Engineered a stateless JWT-based authentication system with Role-Based Access Control (RBAC) and device fingerprint binding, securing concurrent connections across a highly regulated distributed network.</li>
     <li><strong>Microservices & AI Automation (SaaS):</strong> Architected and deployed end-to-end commercial SaaS platforms (Jordan Bot, Meta Ads Manager) using Dockerized NestJS/React environments, accelerating delivery through AI-assisted workflows.</li>