# Muhammad Humza Riaz

> Muhammad Humza Riaz (Humza Riaz), Senior Software Engineer in Lahore with 7+ years: Laravel, Node.js, Python, AWS and AI. Web apps, APIs and cloud.

Muhammad Humza Riaz (also written Humza Riaz) is a Senior Software Engineer based in Lahore, Johar Town, Pakistan. 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.

Key facts: 7+ years expertise (in Laravel, Python, Node.js & AWS cloud); 99.9% production uptime (sustained on AWS EC2, ALB & auto-scaling groups); <100ms response time (sub-100ms queries with Redis & RDS indexing); 5+ AI/ML models & APIs (health notes, triage, Gemini, Claude & forecasting).

Full text of the site: [llms-full.txt](https://humzariaz.me/llms-full.txt). Structured profile: [profile.json](https://humzariaz.me/profile.json).

## Projects

- [All projects](https://humzariaz.me/projects/): Case studies of live software for healthcare, food ordering, rentals, CRM and AI, with plain-English summaries, measured results and the stack: Laravel, Node.js, Python, AWS.
- [Health Management System](https://humzariaz.me/projects/health-management-system/): 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.
- [Rental Management System](https://humzariaz.me/projects/rental-management-system/): 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.
- [Food Ordering & Real-Time Logistics](https://humzariaz.me/projects/food-ordering-system/): 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.
- [Enterprise Content Management System](https://humzariaz.me/projects/enterprise-cms/): 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.
- [Customer Relationship Management (CRM)](https://humzariaz.me/projects/crm-web-application/): 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.
- [Real Estate Management & Analytics](https://humzariaz.me/projects/real-estate-management/): 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.
- [Client Hiring Portal](https://humzariaz.me/projects/engineer-portfolio/): 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.
- [Clinical Notes AI API](https://humzariaz.me/projects/clinical-notes-ai/): 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.
- [Lab Orders & Results API](https://humzariaz.me/projects/lab-orders-api/): 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.
- [Patient Message Triage API](https://humzariaz.me/projects/care-triage-api/): 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.
- [Vitals Ingestion Pipeline](https://humzariaz.me/projects/vitals-stream-api/): 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.
- [Clinic Partner API](https://humzariaz.me/projects/clinic-partner-api/): 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.
- [Appointment No-Show Risk Model](https://humzariaz.me/projects/no-show-risk-model/): 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.
- [Rental Recommendation Engine](https://humzariaz.me/projects/stay-recommender/): 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.
- [Billing Anomaly Detection](https://humzariaz.me/projects/billing-anomaly-detection/): 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.
- [Support Ticket Routing Classifier](https://humzariaz.me/projects/ticket-routing-classifier/): 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.

## Services

- [All services](https://humzariaz.me/services/): Software, cloud and AI services for growing businesses, product teams and founders: from AI-built prototype to a reliable live product. Laravel, Node.js, Python, AWS.
- [Backend and APIs](https://humzariaz.me/services/backend-apis/): The engine behind your app: logins, data, payments and integrations that stay fast when real customers show up.
- [AWS cloud](https://humzariaz.me/services/aws-cloud/): Hosting on Amazon Web Services that stays online: servers, databases and background work that do not depend on one machine.
- [Product interfaces](https://humzariaz.me/services/product-interfaces/): The screens your customers and staff use every day: dashboards, forms and admin tools, built in Angular, Vue or React.
- [AI features](https://humzariaz.me/services/ai-features/): AI that removes a real manual step in your product: drafting replies, sorting requests or reading documents, using Claude, ChatGPT or Gemini.
- [Database performance](https://humzariaz.me/services/databases/): Faster pages by fixing how your data is stored and queried, with caching where it helps.
- [Real-time systems](https://humzariaz.me/services/realtime/): Live updates without hitting refresh: order status, tracking and device data that appear the moment they change.
- [Security and access](https://humzariaz.me/services/security-access/): Make sure each person sees only what their job needs, with a record of who opened or changed what.
- [Internal tools and CRMs](https://humzariaz.me/services/internal-tools/): The admin system that replaces your spreadsheets: leads, tickets, roles, and the report someone asks for every Monday.
- [Delivery and production care](https://humzariaz.me/services/delivery/): Safe, repeatable releases and monitoring, so shipping an update is routine instead of a late night.
- [Health systems](https://humzariaz.me/services/health-systems/): Software for clinics and health businesses: patient records, appointments and access rules that hold up on a busy day.
- [AI extraction](https://humzariaz.me/services/ai-extraction/): Turn notes, messages and documents into clean data your system can store, without the AI making things up.
- [Partner APIs](https://humzariaz.me/services/partner-apis/): One secure, documented connection so other companies can book, sync and receive updates from your product.
- [Data pipelines](https://humzariaz.me/services/data-pipelines/): Bring in data from devices, files and imports, filter out the bad records, and keep the latest numbers ready to show.
- [Prototype to production](https://humzariaz.me/services/rescue-and-migration/): Take an AI-built prototype (Lovable, Bolt, Cursor, Replit, v0) or a fragile app and make it safe, fast and ready for real customers.
- [Dedicated engineer](https://humzariaz.me/services/dedicated-engineer/): A senior engineer inside your team who owns a part of the product, from the data to production.
- [Scoped project](https://humzariaz.me/services/scoped-project/): A clearly defined build, such as an MVP (first working version), a migration or one feature, delivered and handed over.

## Contact and profiles

- [Website](https://humzariaz.me/): Portfolio home page
- [Email](mailto:humzariaz47@outlook.com): humzariaz47@outlook.com
- [LinkedIn](https://www.linkedin.com/in/muhammad-humza-riaz): LinkedIn profile
- [GitHub](https://github.com/humzaxsn): GitHub profile
- [Contact form](https://humzariaz.me/#contact): Send a brief (team role, dedicated contract or one project)

## Optional

- [llms-full.txt](https://humzariaz.me/llms-full.txt): Experience, skills, every case study, every service and the FAQ in one Markdown file
- [profile.json](https://humzariaz.me/profile.json): Structured profile (JSON) with skills, experience, education, projects and services
- [Sitemap](https://humzariaz.me/sitemap.xml): Every page on the site