Open to opportunities

Bellili Abdelaziz

@belliliabdelaziz

Message

I build edge AI products for real-time vision, LLMs, and embedded hardware.

Algeria

Message

What I'm looking for

I'm looking to build high-performance edge AI and embedded inference systems, especially in real-time computer vision, low-level optimization, GPU acceleration, and AI products deployed across constrained hardware.

I've built production-oriented AI systems across computer vision, embedded inference, and LLM applications. At Qareeb, I led Q-Drive, a real-time driver-monitoring system on Raspberry Pi 5 using YOLO, ByteTrack, FastAPI, and MQTT.

As a freelance AI and backend engineer, I deliver end-to-end systems with Python, Rust, FastAPI, PyTorch, TensorRT, NCNN, and RAG. My work spans Jetson devices, ARM SBCs, microcontrollers, scalable backend services, and real-time inference pipelines.

I've developed projects including Raqib AI NVR, an edge surveillance platform for Jetson and Raspberry Pi devices; an ESP32-S3 Micro-CNN framework; a social intelligence platform using DziriBERT and LLMs; and an AI-powered network intrusion detection system deployed on Jetson Nano.

I also lead AI projects and workshops at Wameedh Club, teach AI curricula at Yacine Academy, and founded Hardwex Store, an embedded-hardware retail venture. I'm especially interested in low-level AI optimization, embedded inference engines, and high-performance edge computing.

Experience

Work history, roles, and key accomplishments

Current

AI Instructor (Part-time, Weekends)

Current

Yacine Academy

Jun 2026 - Present (2 months)

Design and deliver a multi-pack AI curriculum covering ML fundamentals, Python for AI, Git/GitHub, prompt engineering, NLP, RAG & context engineering, LangChain/LangGraph, LLM observability, fine-tuning, security & red teaming, inference optimization, and LLMOps. Teach advanced topics including Hugging Face, multi-provider LLM APIs, agentic workflows, evaluation frameworks (LangSmith, LangFuse), L

Current

Head of AI / Instructor

Current

Wameedh Club

Nov 2025 - Present (9 months)

Lead AI projects, workshops, and competition teams focused on machine learning and embedded systems. Designed curriculum covering deep learning, computer vision, edge AI, and IoT systems; supervised student projects from ideation to deployment.

Machine Learning Embedded Systems Deep Learning Computer Vision Edge AI IoT Curriculum Design Project supervision

Current

Freelance AI & Backend Engineer

Current

Independent

Jun 2025 - Present (1 year 2 months)

Deliver end-to-end AI and backend solutions using Python, Rust, FastAPI, PyTorch, TensorRT, NCNN, LLMs, RAG, LangChain, and edge deployment stacks. Build production systems spanning computer vision, LLM-powered applications, real-time inference, and scalable backend services on Jetson, ARM SBCs, and microcontrollers.

Python Rust fastAPI PyTorch TensorRT LLM RAG Lang Chain Computer Vision Backend Services SBCs

Current

Founder

Current

Hardwex Store

May 2025 - Present (1 year 3 months)

Founded and operate an electronics retail store specializing in Arduino, ESP32, robotics kits, and embedded hardware; manage inventory, sourcing, technical support, and community workshops.

Workshops Arduino ESP32 Robotics Inventory Management Sourcing Technical Support

STEM Teacher

OSE IT & World Learning Algeria

Jun 2025 - Jul 2026 (1 year 1 month)

Delivered workshops on AI, robotics, IoT systems, and web development through project-based learning.

AI Robotics IoT Web Development Project Based Learning

AI Intern / Apprentice

Qareeb

Feb 2025 - Nov 2025 (9 months)

Built and optimized CNN-based computer vision models for production deployment with real-time inference on edge devices. Led Q-Drive: real-time driver monitoring (phone use, seatbelt, drowsiness, smoking) on Raspberry Pi 5 using YOLO + ByteTrack with FastAPI and MQTT. Designed hybrid AI architectures combining CNNs, tracking, motion analysis, and temporal logic; worked on fall detection, suspiciou