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Abdussamad F. Saeed

Abdussamad Farooq Saeed

AI Engineer

Specializing in High-Performance Computing, Agentic AI & Robotics

Canadian Citizen • Living in Saudi Arabia

About Me

AI Engineer specializing in high-performance computing, Agentic AI, Robotics, computer vision, and natural language processing with proven expertise in cybersecurity applications. Demonstrated ability to develop and deploy AI solutions from research to production, including LLM fine-tuning, autonomous systems, and embedded AI. Passionate about delivering secure, efficient software solutions with measurable impact.

Education

King Fahd University of Petroleum and Minerals

Bachelor of Science in Computer Science

Relevant Coursework: Data Structures & Algorithms, Microprocessors, Computer Graphics, Game Programming, Software Engineering, Operating Systems, Cybersecurity, Artificial Intelligence, Independent Research in AI & Cybersecurity

Aug 2019 — Aug 2025

Dhahran, Saudi Arabia

Professional Experience

  • Developing AI agents for Web development workflows, such as code generation, debugging and testing Next.js applications
  • Implementing advanced prompt engineering techniques including few-shot learning, chain-of-thought reasoning, and structured output formatting to improve AI agent accuracy and reliability in code generation tasks
  • Developing AI agents for automated cybersecurity penetration testing using lightweight LLMs (research paper under review)
  • Architected Linux-based infrastructure supporting 5+ postdoctoral researchers in cybersecurity AI projects
  • Optimized AI model deployment for resource-constrained security testing environments
  • Led Arabic NLP initiatives including LLM pretraining, fine-tuning, and evaluation across multiple model architectures
  • Built production-ready RAG application from scratch using custom retrieval techniques, improving query accuracy by 35%
  • Conducted comprehensive dataset analysis on Arabic language corpora exceeding 10M tokens
  • Created comprehensive cybersecurity datasets (35K+ malware scripts) used for training 20+ LLMs including Llama3, Mistral, and Falcon
  • Developed multi-modal AI agent with terminal operations, Python REPL, web search, and RAG capabilities
  • Implemented automated data preprocessing pipelines reducing dataset preparation time by 60%
  • Migrated platform from Bootstrap to TailwindCSS, improving page load times by 25%
  • Provided technical support and platform maintenance, achieving 99.5% uptime

Publications & Research

Under Review

"Automating Cyber Security Penetration Testing Tasks with AI Agents Utilizing Lightweight LLMs"

First author submission to ACM journal. Research focuses on developing AI agents for automated cybersecurity penetration testing using resource-efficient language models.

Expected Publication: Q4 2025

Technical Skills

Programming Languages

Python C/C++ CUDA JavaScript Go C# SQL Assembly

AI/ML Technologies

PyTorch Hugging Face Transformers YOLO TinyGrad OpenCV LLM Fine-tuning Computer Vision NLP

Development Tools

Linux Git Docker CMake Ninja Vim Unity Godot Engine

Frameworks

Django Flask Fresh (Deno) NumPy Raylib FastAPI TailwindCSS REST APIs

Specialized Areas

High-Performance Computing Cybersecurity Computer Vision Natural Language Processing Robotics Embedded AI Agentic AI Autonomous Systems

Languages

Arabic (Native) English (Native) NVIDIA CUDA Embedded Systems Microprocessors ESP32/Arduino Raspberry Pi RF Communication

Featured Projects

Certifications

Fundamentals of Accelerated Computing with CUDA C/C++

NVIDIA

Developed custom CUDA kernels and learned manual GPU memory management. Completed hands-on labs for parallel programming optimization.

Issued 2023

Volunteering Experience

Accountant & Program Supervisor

Mawhibah 2025 Summer Program, KFUPM

  • Supervised 160+ high school students during intensive 3-week STEM program
  • Coordinated daily activities and mentored students in ESP32 fundamentals
  • Coordinated daily meals for around 200 people during the 3-week program

Jun 2025 — Aug 2025

Dhahran, Saudi Arabia

Program Supervisor

Mawhibah 2024 Summer Program, KFUPM

  • Supervised 120+ high school students during intensive 3-week STEM program
  • Coordinated daily activities and provided academic guidance to gifted students

Jun 2024 — Aug 2024

Dhahran, Saudi Arabia