{
  "$comment": "Generated from the site data at build time. Human version: https://humzariaz.me/ · Markdown: https://humzariaz.me/llms-full.txt",
  "name": "Muhammad Humza Riaz",
  "alternateName": [
    "Humza Riaz",
    "M. Humza Riaz"
  ],
  "title": "Senior Software Engineer",
  "location": {
    "display": "Lahore, Johar Town, Pakistan",
    "city": "Lahore",
    "country": "Pakistan",
    "countryCode": "PK"
  },
  "summary": "Experienced Software Engineer with more than 7 years of expertise in PHP (Laravel), MVC frameworks, MySQL, Python, and Node.js. Skilled in building scalable web applications, integrating RESTful APIs, and applying AI/ML techniques (Claude, ChatGPT, Gemini) to deliver intelligent, data-driven solutions with 99.9% uptime on AWS.",
  "availability": "Open to roles, contracts and projects — let’s talk timelines",
  "keyFacts": [
    {
      "label": "Industry Experience",
      "value": "7+",
      "unit": "years expertise",
      "context": "in Laravel, Python, Node.js & AWS cloud"
    },
    {
      "label": "Cloud Availability",
      "value": "99.9%",
      "unit": "production uptime",
      "context": "sustained on AWS EC2, ALB & auto-scaling groups"
    },
    {
      "label": "Database Optimization",
      "value": "<100ms",
      "unit": "response time",
      "context": "sub-100ms queries with Redis & RDS indexing"
    },
    {
      "label": "Intelligent Systems",
      "value": "5+",
      "unit": "AI/ML models & APIs",
      "context": "health notes, triage, Gemini, Claude & forecasting"
    }
  ],
  "contact": {
    "email": "humzariaz47@outlook.com",
    "phone": "+92 308 4391023",
    "contactForm": "https://humzariaz.me/#contact"
  },
  "links": {
    "website": "https://humzariaz.me/",
    "linkedin": "https://www.linkedin.com/in/muhammad-humza-riaz",
    "github": "https://github.com/humzaxsn",
    "llms": "https://humzariaz.me/llms.txt",
    "llmsFull": "https://humzariaz.me/llms-full.txt",
    "sitemap": "https://humzariaz.me/sitemap.xml"
  },
  "skills": [
    {
      "category": "Backend Development & Databases",
      "skills": [
        {
          "name": "PHP (Laravel)",
          "level": "Expert",
          "years": 7
        },
        {
          "name": "Node.js",
          "level": "Advanced",
          "years": 5
        },
        {
          "name": "Python",
          "level": "Advanced",
          "years": 5
        },
        {
          "name": "MySQL & SQL Databases",
          "level": "Expert",
          "years": 7
        },
        {
          "name": "Redis",
          "level": "Advanced",
          "years": 5
        },
        {
          "name": "RESTful APIs",
          "level": "Expert",
          "years": 7
        }
      ]
    },
    {
      "category": "Frontend & Reactive UI",
      "skills": [
        {
          "name": "Vue.js",
          "level": "Expert",
          "years": 6
        },
        {
          "name": "Angular",
          "level": "Advanced",
          "years": 4
        },
        {
          "name": "TypeScript & JavaScript",
          "level": "Expert",
          "years": 7
        },
        {
          "name": "HTML5, CSS3 & Bootstrap",
          "level": "Expert",
          "years": 7
        },
        {
          "name": "Tailwind CSS",
          "level": "Advanced",
          "years": 4
        }
      ]
    },
    {
      "category": "AI, Machine Learning & Automation",
      "skills": [
        {
          "name": "AI APIs (Claude, ChatGPT, Gemini)",
          "level": "Advanced",
          "years": 3
        },
        {
          "name": "Model Training & Predictive Analytics",
          "level": "Proficient",
          "years": 3
        },
        {
          "name": "Data Processing & Automation",
          "level": "Advanced",
          "years": 4
        }
      ]
    },
    {
      "category": "AWS Cloud, DevOps & Infrastructure",
      "skills": [
        {
          "name": "AWS (EC2, Lambda, RDS, Kinesis, ALB)",
          "level": "Advanced",
          "years": 5
        },
        {
          "name": "Docker & Containerization",
          "level": "Advanced",
          "years": 5
        },
        {
          "name": "CI/CD Pipelines & Deployment",
          "level": "Advanced",
          "years": 5
        },
        {
          "name": "Git, GitHub, GitLab, Bitbucket",
          "level": "Expert",
          "years": 7
        },
        {
          "name": "Security, RBAC & Caching Strategies",
          "level": "Expert",
          "years": 7
        },
        {
          "name": "Postman, JIRA & Agile Collaboration",
          "level": "Expert",
          "years": 7
        }
      ]
    }
  ],
  "experience": [
    {
      "role": "Senior Software Engineer",
      "company": "Deline Media",
      "companyUrl": "https://delinemedia.com",
      "period": "May, 2026 — Present",
      "location": "Lahore, DHA Phase 6",
      "summary": "Architecting scalable backend microservices, serverless event pipelines on AWS, and high-performance enterprise applications with Laravel, Node.js, and Angular.",
      "technologies": [
        "AWS (Lambda, Kinesis, RDS, EC2, ALB, VPC)",
        "Laravel (PHP)",
        "Node.js",
        "Angular",
        "MySQL",
        "PostgreSQL",
        "Redis",
        "Docker"
      ]
    },
    {
      "role": "Full Stack Developer",
      "company": "DevStudio",
      "companyUrl": "https://devstudio.us",
      "period": "May, 2025 — May, 2026",
      "location": "Lahore, DHA Phase 5",
      "summary": "Developed full stack applications with Laravel, Node.js, and Angular while deploying AI/ML models and LLM API integrations.",
      "technologies": [
        "Laravel",
        "Node.js",
        "Angular",
        "Python",
        "AI APIs (Claude, ChatGPT, Gemini)",
        "MySQL",
        "CI/CD",
        "Security Protocols"
      ]
    },
    {
      "role": "Software Engineer",
      "company": "Ashlar Global",
      "companyUrl": "https://ashlarglobal.com",
      "period": "October, 2021 — May, 2025",
      "location": "Lahore, Opposite to PCSIR Phase 2",
      "summary": "Maintained core server-side functionality, high-traffic APIs using Laravel, and dynamic Vue.js interfaces over 3.5 years.",
      "technologies": [
        "Laravel (PHP)",
        "Vue.js",
        "MySQL",
        "RESTful APIs",
        "Third-Party Plugins",
        "Automated Testing",
        "Git"
      ]
    },
    {
      "role": "Website Development",
      "company": "Farraj Consultants",
      "companyUrl": "https://www.farraj.com.pk",
      "period": "May, 2021 — September, 2021",
      "location": "Lahore, MM Alam Road",
      "summary": "Developed dynamic web applications with Laravel and Vue.js, implementing caching strategies and seamless UI/UX.",
      "technologies": [
        "Laravel",
        "Vue.js",
        "RESTful APIs",
        "Caching Strategies",
        "UI/UX Collaboration",
        "JavaScript"
      ]
    },
    {
      "role": "Freelance Software Engineer",
      "company": "Self-employed / Freelance",
      "period": "2020 — May, 2021",
      "location": "Lahore, Pakistan · Remote",
      "summary": "Built and maintained web applications for small clients with PHP (Laravel), MySQL, JavaScript and Vue.js, including early admin and management systems for healthcare-sector clients.",
      "technologies": [
        "PHP",
        "Laravel",
        "MySQL",
        "JavaScript",
        "Vue.js",
        "RESTful APIs"
      ]
    }
  ],
  "education": [
    {
      "degree": "Bachelor of Science in Computer Science",
      "institution": "Superior University",
      "location": "Lahore, Pakistan"
    }
  ],
  "certifications": [
    {
      "name": "Machine Learning with Python",
      "issuer": "IBM · Coursera",
      "year": "Apr 2025",
      "url": "https://www.coursera.org/account/accomplishments/verify/MV4YVO76EWPA"
    },
    {
      "name": "Machine Learning Specialization",
      "issuer": "Coursera"
    },
    {
      "name": "Unsupervised Learning, Recommenders, Reinforcement Learning",
      "issuer": "DeepLearning.AI & Stanford Online · Coursera",
      "year": "Feb 2025",
      "url": "https://www.coursera.org/account/accomplishments/verify/SQYU3O2W7XHH"
    },
    {
      "name": "Advanced Learning Algorithms",
      "issuer": "DeepLearning.AI & Stanford Online · Coursera",
      "year": "Oct 2024",
      "url": "https://www.coursera.org/account/accomplishments/verify/Y3LBETUDMN2T"
    },
    {
      "name": "Supervised Machine Learning: Regression and Classification",
      "issuer": "DeepLearning.AI & Stanford Online · Coursera",
      "year": "May 2024",
      "url": "https://www.coursera.org/account/accomplishments/verify/FYQU7YCTPJEB"
    }
  ],
  "projects": [
    {
      "id": "health-management-system",
      "title": "Health Management System",
      "url": "https://humzariaz.me/projects/health-management-system/",
      "category": "Enterprise Cloud & HealthTech",
      "summary": "One secure system for patient records, staff workflows and appointment booking, with HIPAA-style protection (the US standard for health data) and 99.95% uptime.",
      "stack": [
        "Laravel",
        "Angular",
        "AWS RDS",
        "Node.js",
        "Redis",
        "MySQL",
        "HIPAA"
      ],
      "results": [
        "Query Latency: <85 ms",
        "Uptime Reliability: 99.95%",
        "Compliance Grade: HIPAA verified"
      ]
    },
    {
      "id": "rental-management-system",
      "title": "Rental Management System",
      "url": "https://humzariaz.me/projects/rental-management-system/",
      "category": "AI & Full-Stack Solutions",
      "summary": "A booking system for vehicle and property rentals: no double bookings, prices that adjust to demand, and an AI support assistant. Booking conversion rose 38%.",
      "stack": [
        "Laravel",
        "Angular",
        "Python",
        "Claude",
        "ChatGPT",
        "Gemini",
        "Redis"
      ],
      "results": [
        "Booking Conversion: +38%",
        "Support Resolution: <30 sec",
        "Pricing Accuracy: 94.2%"
      ]
    },
    {
      "id": "food-ordering-system",
      "title": "Food Ordering & Real-Time Logistics",
      "url": "https://humzariaz.me/projects/food-ordering-system/",
      "category": "Full-Stack & E-Commerce",
      "summary": "Customers pay securely, kitchens see orders instantly, and couriers are tracked live. Handles up to 3,800 orders an hour with a 99.8% payment success rate.",
      "stack": [
        "Laravel",
        "Angular",
        "Node.js",
        "Stripe",
        "Redis",
        "WebSockets",
        "MySQL"
      ],
      "results": [
        "Order Dispatch Time: <1.2 sec",
        "Peak Throughput: 3,800 orders/hr",
        "Payment Success Rate: 99.8%"
      ]
    },
    {
      "id": "enterprise-cms",
      "title": "Enterprise Content Management System",
      "url": "https://humzariaz.me/projects/enterprise-cms/",
      "category": "Enterprise Web Applications",
      "summary": "A content management system where authors, editors and publishers each have the right permissions across business units. Pages render in under 60ms and pass a full security audit.",
      "stack": [
        "Laravel",
        "Vue.js",
        "MySQL",
        "Redis",
        "RBAC",
        "Docker"
      ],
      "results": [
        "Page Render Time: <60 ms",
        "Cache Hit Ratio: 96.4%",
        "Security Audit: 100 % pass"
      ]
    },
    {
      "id": "crm-web-application",
      "title": "Customer Relationship Management (CRM)",
      "url": "https://humzariaz.me/projects/crm-web-application/",
      "category": "Enterprise Web Applications",
      "summary": "A customer relationship management (CRM) app for sales teams: pipeline stages, automatic call and email logging, and reports in under 250ms. Lead tracking efficiency rose 45%.",
      "stack": [
        "Laravel",
        "Bootstrap",
        "JavaScript",
        "MySQL",
        "RESTful APIs",
        "JIRA"
      ],
      "results": [
        "Lead Tracking Efficiency: +45%",
        "Report Generation: <250 ms",
        "Data Security Compliance: 100%"
      ]
    },
    {
      "id": "real-estate-management",
      "title": "Real Estate Management & Analytics",
      "url": "https://humzariaz.me/projects/real-estate-management/",
      "category": "Enterprise Cloud & Analytics",
      "summary": "A property management platform that brings rental yields, valuation history and maintenance into one place, with fast multi-filter search and quick public listings.",
      "stack": [
        "Laravel",
        "Vue.js",
        "RESTful APIs",
        "MySQL",
        "Cloudflare",
        "Postman"
      ],
      "results": [
        "Search Query Latency: <70 ms",
        "Portfolio Visibility: 100%",
        "API Response Time: 95 ms"
      ]
    },
    {
      "id": "engineer-portfolio",
      "title": "Client Hiring Portal",
      "url": "https://humzariaz.me/projects/engineer-portfolio/",
      "category": "Full-Stack & Product UI",
      "summary": "A React and TypeScript site that presents real case studies, filters work by skill, and lets a visitor choose a team role, a dedicated contract, or a scoped project.",
      "stack": [
        "React",
        "TypeScript",
        "Tailwind CSS",
        "Vite",
        "Bun"
      ],
      "results": [
        "First paint theme: 0 flash",
        "Engagement options: 3 paths",
        "Case studies: 7 live"
      ]
    },
    {
      "id": "clinical-notes-ai",
      "title": "Clinical Notes AI API",
      "url": "https://humzariaz.me/projects/clinical-notes-ai/",
      "category": "Health AI",
      "summary": "An AI service that reads a clinical note and fills in the fields the clinic already uses. Every value must come from the note itself, so no invented doses are ever stored.",
      "stack": [
        "Python",
        "Claude",
        "Gemini",
        "REST",
        "HIPAA"
      ],
      "results": [
        "Schema reject: closed keys",
        "Invented dose: 0 stored",
        "Extract path: 1 API"
      ]
    },
    {
      "id": "lab-orders-api",
      "title": "Lab Orders & Results API",
      "url": "https://humzariaz.me/projects/lab-orders-api/",
      "category": "Health APIs",
      "summary": "Replaced emailed lab orders and shared spreadsheets with an API (a secure system-to-system connection). Results read in under 90ms and duplicates are never applied twice.",
      "stack": [
        "Laravel",
        "Node.js",
        "MySQL",
        "Redis",
        "REST",
        "AWS"
      ],
      "results": [
        "Result read: <90 ms",
        "Duplicate posts: 0 applied",
        "Tenant leak: 0 in review"
      ]
    },
    {
      "id": "care-triage-api",
      "title": "Patient Message Triage API",
      "url": "https://humzariaz.me/projects/care-triage-api/",
      "category": "Health AI",
      "summary": "An AI routing service: a message with a refill and a new symptom is split and sent to the nurse and clinician queues. It suggests a route, never a diagnosis.",
      "stack": [
        "Node.js",
        "Claude",
        "ChatGPT",
        "Redis",
        "RBAC",
        "REST"
      ],
      "results": [
        "Route time: <2 sec",
        "Label set: closed enum",
        "Inbox sort: auto first pass"
      ]
    },
    {
      "id": "vitals-stream-api",
      "title": "Vitals Ingestion Pipeline",
      "url": "https://humzariaz.me/projects/vitals-stream-api/",
      "category": "Health Data & Cloud",
      "summary": "A data pipeline that takes bursts of readings from medical devices, drops impossible or duplicate values, and keeps the latest good reading ready for the app to show.",
      "stack": [
        "Python",
        "AWS Kinesis",
        "Lambda",
        "Redis",
        "REST"
      ],
      "results": [
        "Latest read: <100 ms",
        "Rejected samples: rules python",
        "Ingest: Kinesis burst"
      ]
    },
    {
      "id": "clinic-partner-api",
      "title": "Clinic Partner API",
      "url": "https://humzariaz.me/projects/clinic-partner-api/",
      "category": "API Platform",
      "summary": "A versioned partner API for clinics: scoped access, safe retries that never double-book, signed notifications, and ready-made documentation in Postman.",
      "stack": [
        "Laravel",
        "OAuth",
        "REST",
        "MySQL",
        "Postman",
        "Webhooks"
      ],
      "results": [
        "Contract: v2 stable",
        "Booking replay: 1 appointment",
        "Partner docs: Postman collection"
      ]
    },
    {
      "id": "no-show-risk-model",
      "title": "Appointment No-Show Risk Model",
      "url": "https://humzariaz.me/projects/no-show-risk-model/",
      "category": "Applied Machine Learning",
      "summary": "A prediction model built on past booking history that sorts tomorrow’s appointments into risk bands, each with a short reason, so reminder calls go where they matter.",
      "stack": [
        "Python",
        "scikit-learn",
        "Pandas",
        "Laravel",
        "MySQL",
        "Redis"
      ],
      "results": [
        "Model: Logistic regression",
        "Evaluation: Held-out time split",
        "Output: 3 risk bands"
      ]
    },
    {
      "id": "stay-recommender",
      "title": "Rental Recommendation Engine",
      "url": "https://humzariaz.me/projects/stay-recommender/",
      "category": "Recommender Systems",
      "summary": "A recommendation engine that learns from booking history, gives new listings a fair chance from day one, and only suggests what is available for the searched dates.",
      "stack": [
        "Python",
        "TensorFlow",
        "NumPy",
        "Laravel",
        "Redis",
        "AWS"
      ],
      "results": [
        "Models: 2 blended",
        "Cold start: content fallback",
        "Serving: Redis precomputed"
      ]
    },
    {
      "id": "billing-anomaly-detection",
      "title": "Billing Anomaly Detection",
      "url": "https://humzariaz.me/projects/billing-anomaly-detection/",
      "category": "Applied Machine Learning",
      "summary": "A review queue for billing: the system learns what normal invoices look like, flags the odd ones, and explains why, so people only check what needs checking.",
      "stack": [
        "Python",
        "scikit-learn",
        "Pandas",
        "AWS Lambda",
        "MySQL",
        "Laravel"
      ],
      "results": [
        "Labels needed: None to train",
        "Method: k-means + Gaussian",
        "Review: Human in the loop"
      ]
    },
    {
      "id": "ticket-routing-classifier",
      "title": "Support Ticket Routing Classifier",
      "url": "https://humzariaz.me/projects/ticket-routing-classifier/",
      "category": "Applied Machine Learning",
      "summary": "A routing model for support tickets that picks the right team and a confidence level. Two model types were compared before choosing, and low-confidence tickets stay in the shared queue.",
      "stack": [
        "Python",
        "TensorFlow",
        "XGBoost",
        "Node.js",
        "Redis",
        "REST"
      ],
      "results": [
        "Models compared: 2 NN vs trees",
        "Low confidence: Abstain to shared queue",
        "Output: Softmax multiclass"
      ]
    }
  ],
  "services": [
    {
      "slug": "backend-apis",
      "title": "Backend and APIs",
      "url": "https://humzariaz.me/services/backend-apis/",
      "summary": "The engine behind your app: logins, data, payments and integrations that stay fast when real customers show up.",
      "stack": [
        "Laravel",
        "Node.js",
        "MySQL",
        "Redis"
      ]
    },
    {
      "slug": "aws-cloud",
      "title": "AWS cloud",
      "url": "https://humzariaz.me/services/aws-cloud/",
      "summary": "Hosting on Amazon Web Services that stays online: servers, databases and background work that do not depend on one machine.",
      "stack": [
        "EC2",
        "Lambda",
        "RDS",
        "Kinesis",
        "ALB"
      ]
    },
    {
      "slug": "product-interfaces",
      "title": "Product interfaces",
      "url": "https://humzariaz.me/services/product-interfaces/",
      "summary": "The screens your customers and staff use every day: dashboards, forms and admin tools, built in Angular, Vue or React.",
      "stack": [
        "Angular",
        "Vue",
        "React",
        "TypeScript"
      ]
    },
    {
      "slug": "ai-features",
      "title": "AI features",
      "url": "https://humzariaz.me/services/ai-features/",
      "summary": "AI that removes a real manual step in your product: drafting replies, sorting requests or reading documents, using Claude, ChatGPT or Gemini.",
      "stack": [
        "Claude",
        "ChatGPT",
        "Gemini"
      ]
    },
    {
      "slug": "databases",
      "title": "Database performance",
      "url": "https://humzariaz.me/services/databases/",
      "summary": "Faster pages by fixing how your data is stored and queried, with caching where it helps.",
      "stack": [
        "MySQL",
        "PostgreSQL",
        "Redis",
        "RDS"
      ]
    },
    {
      "slug": "realtime",
      "title": "Real-time systems",
      "url": "https://humzariaz.me/services/realtime/",
      "summary": "Live updates without hitting refresh: order status, tracking and device data that appear the moment they change.",
      "stack": [
        "Kinesis",
        "Node.js",
        "WebSockets",
        "Laravel"
      ]
    },
    {
      "slug": "security-access",
      "title": "Security and access",
      "url": "https://humzariaz.me/services/security-access/",
      "summary": "Make sure each person sees only what their job needs, with a record of who opened or changed what.",
      "stack": [
        "RBAC",
        "Auth",
        "Encryption",
        "Audits"
      ]
    },
    {
      "slug": "internal-tools",
      "title": "Internal tools and CRMs",
      "url": "https://humzariaz.me/services/internal-tools/",
      "summary": "The admin system that replaces your spreadsheets: leads, tickets, roles, and the report someone asks for every Monday.",
      "stack": [
        "Laravel",
        "Vue",
        "MySQL",
        "JIRA"
      ]
    },
    {
      "slug": "delivery",
      "title": "Delivery and production care",
      "url": "https://humzariaz.me/services/delivery/",
      "summary": "Safe, repeatable releases and monitoring, so shipping an update is routine instead of a late night.",
      "stack": [
        "CI/CD",
        "Docker",
        "Git",
        "Monitoring"
      ]
    },
    {
      "slug": "health-systems",
      "title": "Health systems",
      "url": "https://humzariaz.me/services/health-systems/",
      "summary": "Software for clinics and health businesses: patient records, appointments and access rules that hold up on a busy day.",
      "stack": [
        "Laravel",
        "MySQL",
        "Redis",
        "RBAC"
      ]
    },
    {
      "slug": "ai-extraction",
      "title": "AI extraction",
      "url": "https://humzariaz.me/services/ai-extraction/",
      "summary": "Turn notes, messages and documents into clean data your system can store, without the AI making things up.",
      "stack": [
        "Python",
        "Claude",
        "ChatGPT",
        "Gemini"
      ]
    },
    {
      "slug": "partner-apis",
      "title": "Partner APIs",
      "url": "https://humzariaz.me/services/partner-apis/",
      "summary": "One secure, documented connection so other companies can book, sync and receive updates from your product.",
      "stack": [
        "Laravel",
        "OAuth",
        "Webhooks",
        "Postman"
      ]
    },
    {
      "slug": "data-pipelines",
      "title": "Data pipelines",
      "url": "https://humzariaz.me/services/data-pipelines/",
      "summary": "Bring in data from devices, files and imports, filter out the bad records, and keep the latest numbers ready to show.",
      "stack": [
        "Python",
        "AWS Kinesis",
        "Lambda",
        "Redis"
      ]
    },
    {
      "slug": "rescue-and-migration",
      "title": "Prototype to production",
      "url": "https://humzariaz.me/services/rescue-and-migration/",
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