Muhammad Abdullah

I build AI-native enterprise platforms from scratch and bring AI into the systems businesses already run. I own the full path, from architecture and code to secure cloud deployment, with privacy, access control and human oversight built in. Open to AI Engineer, Forward Deployed Engineer, AI Platform roles.

1. AI Engineer · Aization

   2026 – Now

   Clients in the UAE · Remote

   I design and build enterprise AI platforms for clients in HR technology, learning and the public sector, bringing software engineering and system design to AI work, from architecture to production on Azure. Client work is under NDA.

   AI-Native Corporate Learning Platform →Explainable AI Talent-Matching Platform for the Public Sector →Adaptive AI-Readiness Assessment Platform →AI Talent Assessment Platform →HR and Payroll Platform →

2. Agentic AI Engineer (contract) · CS2 Technologies

   Jan 2026 – Now

   Toronto, Canada · Remote

   I build AI products for the company's own portfolio: an AI-native CRM run through MCP, an AI immigration strategy platform, and AI sales tooling on a live B2B wholesale marketplace.

   AgentlyLeads →NextMovePath →GWS Connect 24 →

3. AI Engineer (contract) · Call Agent AI

   2026 – Now

   Canada · Remote

   I build AI integrations and automations for an AI calling company: a universal CRM connector that lets its AI agent work with HubSpot, Zoho, Jobber and more, and an AI-assisted community engagement pipeline with review in Slack.

   Universal CRM Connector for an AI Calling Agent →AI Lead Discovery on Reddit, With a Person Approving Every Reply →

4. Lead full-stack engineer · Independent

   2026

   UK client · Remote

   Turned a healthcare compliance firm's spreadsheet practice into a multi-tenant platform with an AI assistant, and deployed it to the client's own server.

   From Spreadsheets to a Healthcare Compliance Platform with AI →

5. Agentic AI and Python · Instructor

   Ongoing

   PIAIC · Bano Qabil

   Designed and taught courses on agentic AI, Python and FastAPI for agents.

• AI-Native Corporate Learning Platform · An enterprise corporate-training providerAn enterprise learning platform where AI does the heavy lifting: it writes courses, produces narrated training videos and grades written answers, while managers stay in control and costs stay within limits.
• Explainable AI Talent-Matching Platform for the Public Sector · A public employment programAn AI layer for a public employment program: it builds job-seeker profiles from CVs, tailors resumes without inventing anything, and matches people to jobs with scores anyone can understand and audit.
• Adaptive AI-Readiness Assessment Platform · A large enterprise groupAn adaptive assessment that measures employees' AI skills, grades written answers with AI under strict safeguards, and gives everyone a personal learning path, while people review anything uncertain.
• AI Talent Assessment Platform · An enterprise HR-technology companyA hiring assessment platform where recruiters create tests by describing the role, candidates take them securely, and every score comes from proven, auditable scoring methods rather than AI opinion.
• NextMovePath: An AI Strategy Engine for Canadian Immigration · CS2 Technologies productA live platform that turns a person's Canadian immigration profile into a personalised AI strategy report. Accurate calculations provide the facts, AI plans the strategy, and the report arrives live and as a PDF.
• AgentlyLeads: An AI-Native CRM You Run from ChatGPT and Claude · CS2 Technologies productA CRM that teams operate straight from the AI assistant they already use. The AI prepares emails and updates, and a person approves anything that is sent, deleted or charged.
• From Spreadsheets to a Healthcare Compliance Platform with AI · A UK-based cybersecurity and compliance advisory firmA spreadsheet-driven consulting practice turned into a secure, multi-client platform: separate workspaces for every client, one-click remediation plans, ongoing monitoring and an AI assistant that never mixes clients' data.
• Universal CRM Connector for an AI Calling Agent · Call Agent AIInstead of writing a separate integration for every CRM, I built one universal connector that lets an AI calling agent work with many CRMs, and delivered a full Jobber integration end to end.
• GWS Connect 24: Adding AI to a Live B2B Marketplace · CS2 Technologies productAI added to a live wholesale marketplace: a 24/7 AI sales agent, deals sent to the CRM in one click with their activity shown back, and AI that drafts personalised outreach for a person to approve.
• AI Lead Discovery on Reddit, With a Person Approving Every Reply · An AI phone agent company serving small businessesAn AI system that reads 56 Reddit communities for small business owners with real problems, drafts a helpful reply in the founder's voice, and sends it to Slack for a person to approve.
• HR and Payroll Platform: From Build to Secure Cloud in 11 Days · An enterprise HR-services companyA full HR and payroll platform with an AI HR assistant, taken from a blank start to a secure, cloud-hosted product the client could test in about eleven days, through three changes of cloud plan.

Languages

Python, TypeScript, Java

AI

LangGraph, LangChain, OpenAI Agents SDK, Google ADK, MCP, RAG, Azure OpenAI, Anthropic

Backend & web

FastAPI, NestJS, Next.js, React, Spring Boot, PostgreSQL

Cloud & DevOps

Docker, Kubernetes, Terraform, AWS, Azure, GitHub Actions, Azure DevOps

BS Computer Science · University of Sahiwal

Graduating 2027 · CGPA 4.0 / 4.0

• Model Context Protocol ×2 · Anthropic
• Docker & Kubernetes · IBM
• PIAIC certification · PIAIC