AI Engineer at MUQLA Startup (2026-04 – Present)
AI Engineer responsible for designing and developing the complete AI system powering Muqla Smart AR Glasses, delivering a hybrid cloud-and-edge conversational AI system with automatic offline fallback.
- Architected a FastAPI-based AI server with a shared streaming speech pipeline, integrating Groq Whisper Large V3 Turbo (STT), Llama 3.3-70B (LLM), and OpenAI TTS, enabling real-time multilingual voice interactions.
- Built a context-aware voice assistant with persistent on-device memory, LLM orchestration, web search, and streaming voice responses.
- Fine-tuned and quantized an Egyptian Arabic ASR model with CTranslate2 for real-time edge deployment on resource-constrained edge devices.
- Engineered a lightweight offline NLU system using MARBERTv2 (163 intents, 94 entity types) instead of an on-device LLM to meet memory and latency constraints.
Generative & Agentic AI Intern at Digital Egypt Pioneers Initiative (2025-11 – 2026-07)
- Designed and deployed 3+ enterprise-grade generative and agentic AI systems using LLMs with tool-calling and workflow automation across 5+ real-world use cases.
- Architected and optimized end-to-end RAG (Retrieval-Augmented Generation) pipelines using LangChain and LangGraph, applying advanced prompt engineering techniques (Chain-of-Thought, ReAct, few-shot) to reduce hallucinations and improve factual accuracy by 30%+.
Machine Learning Mentor at Genius Technology Center (2025-08 – 2025-10)
- Mentored 20+ students on end-to-end ML projects spanning supervised learning, NLP, Computer Vision, achieving a ~98% project completion rate.
Computer Vision Intern at National Telecommunication Institute (2025-08 – 2025-09)
- Developed hands-on deep learning expertise in computer vision with focus on object detection, image segmentation, and classification using PyTorch and state-of-the-art architectures (YOLO, ResNet, CNN).
Artificial Intelligence Intern at Huawei ICT Academy (2024-07 – 2024-08)
- Developed and evaluated machine learning models while gaining hands-on experience in AI workflows and data analysis.
Technical Team Member at ICPC Delta University (2024-04 – 2025-02)
- Trained 30+ students in competitive algorithmic problem-solving, data structures, and algorithm design using C++, directly contributing to multiple teams qualifying for the ECPC national finals.
