Full-Stack AI Engineer

I Build AI
Systems That
Automate

Replacing manual workflows with autonomous AI systems to cut operational costs, eliminate bottlenecks, and drive measurable ROI for scaling businesses.

SYSTEMSENGINEER
Muhammad Usman
FEATURED PROJECTS

Selected
Work.

AI Agent Platform85% Workload ReductionBM25 Memory

AUTONOMA

85% Manual Workload Reduction

Built an autonomous digital workforce platform that fully automates customer support and operational tasks across WhatsApp, Discord, and Gmail. Designed to replace repetitive human workflows and drastically cut operational overhead.

Python 3.11+React 19SQLite FTS5WebSocketsLLM APIs
AUTONOMOUS
SYS.v1.0

AUTONOMA

85% Manual Workload Reduction
ARCH.CORE
SIGNAL.ACTIVE
Portable AI ToolingAirgap-Ready5-Platform Support

CODE-STICK

Offline AI Agent. Any Machine. Zero Install.

Engineered a portable AI coding agent that runs entirely off a USB drive — no install, no residue on the host. Packages Ollama + opencode for all 5 platforms (Windows, macOS Apple Silicon/Intel, Linux x64/ARM64) from a single stick. Built for airgapped environments: banks, hospitals, defense contractors, and privacy-sensitive codebases where cloud AI is blocked.

TypeScriptNode.jsOllamaOpenCodetsupVitest
LAUNCHED
SYS.v0.1

CODE-STICK

Offline AI Agent. Any Machine. Zero Install.
ARCH.CORE
SIGNAL.ACTIVE
RAG Architecture200+ Active UsersNPM Package

CODELENS

Instant Codebase Discovery

Engineered an AI-powered search engine for massive codebases, currently used by 200+ engineers. Drastically reduces onboarding time for new developers and eliminates hours wasted searching for undocumented architecture.

Next.jsGemini AIQdrantLangChainXenovaTailwind
{=^~)^^*{%==*1-1-:#^
;*1;/%*-/?.]$/1:/$//
+):~#!=&<00;\*#<0=,}
{\**@:[+=#(>>&<>=+|{
(!;&?<|&~(.0=/?#),\.
<#.~0];<+0<&;<`()~>*
);]<!~-{\`%$?@0;:#\@
&+[[:)*)|&`$$:-)1%[?
~{!?:?0:0{;>+1\@??*[
|/(-+~(%%|\^<=/.@/<\
?^[*<.;#!;];+[0]#{-&
}(@+[=>}}<};%$^&|>=!
DISTRIBUTED
SYS.v2.1

CODELENS

Instant Codebase Discovery
ARCH.CORE
SIGNAL.ACTIVE
Systems EngineeringCross-Language BindingsO(1) Performance

FERRUM DB

High-Performance Embedded Database

Architected a custom embedded database in Rust that prioritizes speed and security. Reached 2,400+ downloads by providing enterprise-grade AES-256 encryption and zero-latency data retrieval for performance-critical applications.

RustNAPI-RSPyO3TokioAES-256-GCMAxum
SHIPPED
SYS.v1.3

FERRUM DB

High-Performance Embedded Database
ARCH.CORE
SIGNAL.ACTIVE
About Me

I architect
systems that
deliver.

I am a Full-Stack AI Engineer building systems that don't just respond — they execute, optimize, and scale. Based in Lahore, I build autonomous AI operations that eliminate manual bottlenecks and scale without increasing headcount.

With a background in RAG pipelines and agentic orchestration, I deliver production systems that turn unstructured data into automated business outcomes.

Muhammad Usman

Actionable Intelligence

Architecting AI agents that automate complex routing and decision-making, slashing operational overhead.

Full-Stack Efficiency

Building end-to-end AI products that integrate LLMs directly into business logic to drive immediate, measurable results.

Engineered for Scale

Deploying resilient, production-ready systems that handle high-volume workflows while maintaining data integrity and performance.

Expertise

THE TECH
ARCHITECTURE.

Intelligence Infrastructure

Architecting the backbone for enterprise AI, focusing on decision-making latency and large-scale data ingestion.

Python
Python
FastAPI
FastAPI
RAG Systems
RAG Systems
Agentic Ops
Agentic Ops
Vector Search
Vector Search

Resilient Systems

Developing robust backend architectures designed for zero-downtime and high-throughput mission-critical tasks.

Node.js
Node.js
Python
Python
API Security
API Security
Rust
Rust
Go
Go
Sys Design
Sys Design
Microservices
Microservices

High-Performance UX

Engineering seamless, high-conversion interfaces that prioritize speed, accessibility, and measurable user engagement.

React
React
Next.js
Next.js
TypeScript
TypeScript
Tailwind
Tailwind
Framer Motion
Framer Motion

Data Strategy

Optimizing the storage, retrieval, and integrity of complex datasets for both structured and unstructured environments.

PostgreSQL
PostgreSQL
Supabase
Supabase
Redis
Redis
Vector DBs
Vector DBs

Production Ops

Streamlining delivery through CI/CD automation, container orchestration, and multi-tenant security protocols.

Docker
Docker
GitHub Actions
GitHub Actions
Vercel
Vercel
Security First
Security First
Background

Experience &
Credentials.

Experience

AI/ML Intern

Dec 2025 – Jan 2026

DeveloperHub

Pioneered the integration of agentic workflows and RAG systems. Focused on optimizing LLM response latency and architecting multi-step autonomous chains.

LLMsRAGAgentic AIPython
Education & Active Training
VU

BS Software Engineering

Virtual University of Pakistan

Exp. 2028
PIAIC

Certified Agentic AI Engineer

Presidential Initiative for AI & Computing

Current Enrollment (In Progress)
Certifications

Claude Code in Action

AnthropicVerify

Model Context Protocol: Adv. Topics

AnthropicVerify

Introduction to Agent Skills

AnthropicVerify

Agent Factory: Building Digital FTEs

PIAICVerify

Agentic AI Level 1 Developer

PIAICVerify

Agentic AI Professional Level 2 Developer

PIAICVerify

Prompt & Context Engineering

PIAICVerify
How I Help

What I
Build For You.

Core OfferingEngagement: 4–8 Weeks

Autonomous Agent Build

End-to-end design and deployment of an agentic system that handles a specific high-volume operational task — fully autonomous, production-ready, integrated into your existing stack.

Custom AI agent scoped to your workflow
Integration with your tools (CRM, Slack, email, etc.)
BM25 / vector memory for context retention
Monitoring dashboard + handoff documentation
Start a Build
BUILD
What You Get

A working autonomous system replacing a job function, not a demo.

Avg. Workload Cut70–85%
StackPython / TS / Your Infra
EngagementProject-Based

All engagements start with a free strategy call.

Contact

SCALE YOUR
OPERATIONS.

0%
Available for opportunities
mu.ai.dev@gmail.com
Lahore, Pakistan
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