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Enterprise AI Systems Engineer & AI Solutions Architect

Muhammad Ahmad Ali Raza

Welcome. You are about to explore how I design and ship production grade AI systems, from agentic workflows to cloud native platforms.

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Hello, I am

Muhammad Ahmad Ali Raza.

Enterprise AI Systems Engineer & AI Solutions Architect · Dubai, UAE

AI systems that don't just answer. They operate.

I architect agentic AI, conversational banking, and AI governance platforms — multi-agent systems that automate regulated operations in production.

15+ years across enterprise banking, AI governance, and SaaS — with deep AWS cloud-native engineering and hands-on LLM, RAG, and workflow orchestration.

Portrait of Muhammad Ahmad Ali Raza
Muhammad Ahmad Ali Raza
Agentic AI
AI Governance
AWS Cloud
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01 · About

From backend systems to enterprise AI workflows

I am an Enterprise AI Systems Engineer and Solutions Architect with 15+ years across banking, AI governance, and enterprise SaaS. Today I architect agentic banking workflows and conversational AI for a leading UAE bank — orchestrating multi-agent systems that automate regulated customer-service operations. Previously I led an enterprise AI governance platform, with deep AWS cloud-native engineering and hands-on LLM, RAG, and workflow orchestration in regulated environments.

15+ years shipping
production software
  • Enterprise AI & Agentic SystemsMulti-agent orchestration that automates regulated operations in production
  • AI Governance & ControlsPolicy enforcement, guardrails, access control, and auditability for AI at scale
  • AWS Cloud & Platform EngineeringCloud-native microservices, secure deployments, and CI/CD for regulated environments
  • Conversational Banking AIWhatsApp and digital-channel service journeys integrated with core banking APIs
  • Product Engineering & LeadershipLeading teams to re-architect and modernize enterprise and SaaS products

02 · Expertise

Medals of Expertise

Six honors earned across fifteen years of production systems. Scroll to unlock each one.

  • Agentic AI Systems

    Multi-agent orchestration and autonomous workflows that automate regulated operations in production.

  • Enterprise AI Governance

    Policy enforcement, guardrails, access control, and auditability for AI models and autonomous agents.

  • Conversational & Banking AI

    Conversational banking on WhatsApp and digital channels, integrated with core banking APIs.

  • Cloud-Native Engineering (AWS)

    AWS microservices, secure repeatable deployments, and CI/CD for regulated environments.

  • Full-Stack Product Engineering

    Node.js, TypeScript, React, and Angular — modernizing enterprise and SaaS products at scale.

  • AI Workflow Orchestration

    RAG pipelines, orchestration layers, and API-driven operations that move work end to end.

03 · Journey

Professional Journey

01

Emirates NBD

Senior Software Engineer · Customer Services Transformation & Agentic Banking Systems

Sep 2023 — PresentDubai, UAE · contract via Sphere IT

Architected multi-agent orchestration workflows for automated, guided customer-service fulfillment across digital channels. Built conversational AI banking on WhatsApp and digital channels, developed secure backend services integrating core banking APIs with AI orchestration layers, and led migration of manual banking processes to AI-assisted execution — cutting handling time.

Agentic AILangGraphLLM IntegrationTypeScriptNode.jsAWSBanking APIs

02

Paradigm Networks

Lead Software Engineer · AI Governance Platform

Sep 2021 — Sep 2023Lahore, Pakistan

Led engineering of an enterprise AI governance platform to manage, govern, and audit AI model and agent usage at scale. Designed policy enforcement, guardrails, and access control, delivered compliance and oversight workflows with auditability for risk teams, and architected secure repeatable AWS deployment.

AI GovernancePolicy EnginesAWSNode.jsTypeScript

03

SkillMil Inc.

Senior Software Engineer · Product Modernization Lead

Aug 2022 — Jul 2023Remote

Led modernization of a recruitment platform helping military veterans transition to civilian careers. Rebuilt the architecture and stack for scalability and UX, and implemented AWS CI/CD pipelines improving release reliability.

AWSCI/CDTypeScriptReact

04

Mesmer

Senior Software Engineer

Mar 2020 — Aug 2021Lahore, Pakistan

Designed the backend for large-scale device farms powering a robotics-driven mobile UX-testing platform. Built OpenCV visual-comparison and image-processing to automate UX defect detection, built remote device-management services with Datadog observability, and delivered microservices and CI/CD.

PythonOpenCVMicroservicesDatadogCI/CD

05

Engineering Foundation

Software Engineer · SaaS, Enterprise Apps & QA

2011 — 2020Lahore, Pakistan

Earlier roles spanning procurement SaaS modernization and Angular migration (Vroozi), enterprise applications, APIs, and microservices on the MEAN stack (eBricks), mobile QA and release quality (GameView), and freelance web and custom software for international clients (Upwork).

Node.jsAngularMEANREST APIs

04 · Systems

Systems I Build

Agentic Banking & Conversational AI

Multi-agent orchestration automating regulated customer service across WhatsApp and digital banking channels.

Enterprise AI Governance

Policy enforcement, guardrails, access control, and auditability for AI models and autonomous agents at scale.

Cloud-Native Platforms & APIs

AWS microservices, event-driven systems, and CI/CD pipelines for regulated environments.

SaaS Modernization & Workflow Automation

Re-architecting enterprise and SaaS products and migrating manual processes to AI-assisted execution.

05 · Stack

Technology Stack

The tools and frameworks I use to ship production AI.

AI & Agentic Systems

06
  • Generative AI
  • Agentic AI
  • LangGraph
  • RAG
  • LLM Integration
  • AI Orchestration

Backend

05
  • Node.js
  • TypeScript
  • Express.js
  • REST APIs
  • Microservices

Cloud & DevOps

05
  • AWS
  • EC2
  • Docker
  • CI/CD
  • Observability

Frontend

04
  • React
  • Angular
  • AngularJS
  • TypeScript

Data & Automation

04
  • MongoDB
  • Python
  • OpenCV
  • Image Processing

06 · Education

Education & Foundation

Degree

B.Sc. Electrical (Telecommunication) Engineering

COMSATS Institute of Information Technology

Certification

Cisco Certified Network Associate (CCNA)

Cisco

07 · Contact

Let's build production ready AI systems.

Interested in enterprise AI systems, agentic workflows, AI governance, cloud native SaaS platforms, or banking transformation? I would love to hear from you.

Based in Dubai, United Arab Emirates