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HamzaFayaz/README.md

Hamza Fayaz banner

Hamza Fayaz

AI Engineer building production-grade systems in agentic AI, computer vision, and backend engineering.

About Me

  • AI Engineer focused on turning manual business operations into reliable AI-assisted workflows.
  • Active in order automation, content automation, edge AI prototypes, and voice-first assistants.
  • Working across Python backends, agent orchestration, cloud deployment, and app integrations.

Experience Snapshot

  • AI Automation Engineer (Remote) - EARL OF ETON LIMITED (Apr 2025 - Present)
  • AI/ML Engineer, Contract (Remote) - Harp Technologies (Dec 2025 - Mar 2026)

Tech Stack

Featured Projects

1) Linnworks Supervised Agentic Automation + Van-Sales Mobile Workflow (Private company project)

  • Built a deterministic order automation system over Linnworks and email with LLM-assisted classification and drafting, integrated with a van-sales mobile workflow for end-to-end order operations.
  • Added customer email contact + reply handling, with Human-in-the-Loop approval for risky actions.
  • Reduced manual coordination and paperwork while improving daily operational consistency.

2) Desktop AI Content Automation Platform (Private company project)

  • Built a desktop AI platform to turn social-team briefs into workflows for ideation, image editing, social creatives, captions, and short videos.
  • Added platform-aware publishing for TikTok, YouTube, Instagram, and Facebook.
  • Implemented FFmpeg pipelines for logo overlays and short-clip merging, with dual outputs (publish + save-to-PC).

3) AI Display Optimization Prototype (Private company project)

  • Developed edge AI components for image enhancement and depth estimation on Hailo NPU.
  • Built a 2D-to-3D prototype pipeline for glasses-free display output and eye-tracking-based depth alignment.
  • Collaborated with hardware, firmware, and UI teams on integration feasibility and runtime performance.

4) Jarvis: Autonomous Agentic AI PC Voice Assistant (FYP)

  • Built a mini-Jarvis assistant with full voice-based PC control, memory-aware task execution, and multi-step automation.
  • Designed an offline-first voice pipeline (wake word, VAD, local STT, streaming TTS) with LangGraph multi-agent orchestration.
  • Used LM Studio for local serving and Kaggle GPU offloading for heavier LLM/vision workloads.

5) Project IGI: Real-Time Vision Targeting System

  • Built real-time enemy detection + targeting pipeline using YOLOv10 and ByteTrack with CUDA optimization (60+ FPS).
  • Created a custom dataset and modular detection/tracking/control architecture with a Tkinter runtime dashboard.

Education

University of Engineering and Technology Mardan
Bachelor of Science in Computer Software Engineering (Sep 2022 - Jun 2026)
CGPA: 3.3

Connect

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Private project details are intentionally summarized due to confidentiality.

Pinned Loading

  1. MedCall-AI MedCall-AI Public

    Python

  2. agentic-rag-sub-agents agentic-rag-sub-agents Public

    Python

  3. project-igi-aimbot-computervision project-igi-aimbot-computervision Public

    Jupyter Notebook

  4. AI-Powered-Conversational-System-with-LangGraph AI-Powered-Conversational-System-with-LangGraph Public

    Python

  5. research-agent research-agent Public

    Forked from AbhinavTheDev/research-agent

    A much better Research Agent 🎓

    Python

  6. Image-Processing-With-Opencv Image-Processing-With-Opencv Public

    Jupyter Notebook