Hi, my name is

Muhammad Usman Munir.

I architect intelligent systems.

I'm an aspiring AI Engineer and Autonomous Systems Architect designing centimeter-level precision autonomous vehicles, enterprise-grade RAG pipelines, and highly scalable AI infrastructure.

View Core Systems Explore My Journey

Core Engineering

Autonomous Hardware Stack

HIL Simulation & Physical Bridging

Engineered a physical drive-by-wire Go-Kart. Fused NASA ephemeris data via GNSS-SDR for a sub-5cm RTK base system, spoofed EPS systems over CAN bus via Proteus, and bridged MATLAB to ROS to CARLA for true Hardware-in-the-Loop simulation. Overcoming VRAM limits using optimized depth models combined with YOLO object detection.

MATLAB/Simulink ROS CARLA CAN bus YOLOv8

Applied Machine Intelligence

Computer Vision & Generative AI

Qualified in the Global Top 100 for the IBM Watsonx Hackathon by engineering an enterprise RAG chatbot system. Dominated regional expos with MotionCanvas, and developed PersonaLens—a high-performance ML pipeline executing precise biometric identification of iris patterns via edge computing.

Computer Vision RAG Architecture IBM Watsonx Python

Experience & Leadership

Directorate of IT (CAIPSD)

AI/Machine Learning Intern | April 2026 - Present

Spearheading the development of an Agentic RAG Chatbot designed for the Center of AI and Professional Skills Development. Translating complex corporate data sets into highly accurate, context-aware LLM retrieval systems.

Agentic AI LLMs Data Pipelines

AWS Cloud Club (IUB)

Club Captain | Nov 2025 - Oct 2026

Directing a dedicated technical leadership team. Successfully organized the inaugural "Exploring AWS SageMaker" summit, securing Dean recognition and bridging the gap between heavy cloud infrastructure and student engineering.

AWS SageMaker Team Leadership Cloud Architecture

The Technology Stack

Machine Learning & Vision

  • YOLO / Object Detection
  • Deep Learning Mathematics
  • RAG Pipelines & Agentic AI
  • TensorFlow & PyTorch

Hardware & Simulation

  • ROS / ROS2 Bridge
  • MATLAB & Simulink
  • CARLA Simulator
  • CAN bus & Proteus

Cloud & Deployment

  • AWS SageMaker
  • Docker & S3
  • Linux CLI Mastery
  • Cloudflare & Networking

Software Engineering

  • Python
  • C / C++
  • Flutter / Dart
  • Data Structures & Algorithms