Muhammad Hammad Irfan

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Bridging robust backend architecture with secure AI-driven logic. Specialized in orchestrating autonomous workflows, enforcing LLM security, and building scalable, production-ready systems.

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About Me

I’m an AI Engineer and Full-Stack Developer specialized in building production-grade autonomous systems. My core focus is bridging scalable backend architecture with secure AI-driven logic, particularly through multi-agent orchestration and enforcing strict LLM tool boundaries. Whether I am auditing enterprise agents, developing vector-based data platforms, or engineering reliable automation pipelines, I build robust systems that solve complex, real-world business constraints.

Multi-Agent AI Orchestration

Building autonomous agent workflows, implementing reliable function calling, and engineering custom AI integrations.

LLM Security & Architecture

Auditing agents against the OWASP Top 10, enforcing Zero Trust tool boundaries, and mitigating Excessive Agency.

Backend & Vector Databases

Designing scalable data flows and semantic search architectures using PostgreSQL, Supabase, and PGVector.

Production Pipelines

Engineering end-to-end automation workflows that bridge complex APIs to solve direct operational business bottlenecks.

Skills & Expertise

Core Stack

Node.jsPythonNext.jsReactTypeScriptExpress.js

AI Engineering & Security

Multi-Agent OrchestrationLLM Function CallingVector DBsLLM Security & Red-TeamingOWASP Top 10 for LLMsEmbeddingsAutomated Pipelines

Backend & Databases

PostgreSQLSupabaseMongoDBRedisPrisma ORMREST APIs & Webhooks

Cloud & Infrastructure

Git / GitHubDockerAWSVercelFirebaseCI/CD Pipelines

Architecture & Engineering

System ArchitectureZero Trust ArchitectureData Flow ModelingScalable Backend DesignTechnical Documentation

Featured Projects

A selection of my recent work in AI, full-stack development, and web applications

Experience

Forward-Deployed AI Engineering Intern

DevNeuron

Mar 2026 – PresentCurrent
  • Auditing enterprise agentic systems against the OWASP Top 10 framework to identify and mitigate critical architectural risks like Excessive Agency and Goal Hijacking.
  • Developing open-source SAST modules to automate structural security mapping, tool boundary validation, and Zero Trust compliance across multi-agent orchestrations.

AI & Software Developer

KidneyCare Clinical Assistant — SEECS, NUST

Jun 2025 – Feb 2026
  • Developed a clinical decision support system to assist nephrologists in analyzing patient data and treatment options.
  • Implemented rule-based AI logic aligned with medical guidelines to generate safe, explainable recommendations.
  • Designed workflows that handle missing or unreliable lab data, ensuring reliable and structured outputs for physicians.
  • Delivered a functional MVP used for feedback and validation by instructors and kidney specialists, supporting real clinical decision-making.

Web Developer Intern

AskUsSolution (Remote)

Jul 2024 – Aug 2024
  • Contributed to small-scale web projects, gaining practical experience with React, Node.js, REST APIs, and Git workflows.
  • Developed frontend and backend features, learned deployment basics, and strengthened understanding of production-ready web development.
View All Experience

Education

National University of Sciences and Technology (NUST)

Bachelor of Science in Computer Science

Sep 2023 - Present

Islamabad, Pakistan

Aspire College

Intermediate in Pre-Engineering

Completed87.5%

Get In Touch

Have a project in mind or want to collaborate? I'd love to hear from you!

Email

muhammadhammadirfan1@gmail.com

Location

Islamabad, Pakistan

Connect With Me

Availability

I'm currently open to freelance projects and full-time opportunities. Let's discuss how we can work together!