Open to opportunities

Mahmoud Etman

@mahmoudetman

I build computer vision, RAG, and agentic AI systems from model pipelines to low-latency APIs.

I've built end-to-end AI systems spanning computer vision, agentic AI, and RAG workflows. My projects include ChatAgent, a multi-tool LangGraph and FastAPI RAG system, and WriterAgent, which turns topics into research-backed technical blog posts.

I also develop vision products for tennis analytics, image similarity search, dense semantic segmentation, and one-shot face verification using PyTorch, OpenCV, YOLO, FAISS, and FastAPI. During my AI/Machine Learning internship at the National Telecommunication Institute, I engineered and benchmarked TensorFlow and OpenCV pipelines for visual recognition.

Experience

Work history, roles, and key accomplishments

AI / Machine Learning Intern

National Telecommunication Institute (NTI)

Aug 2024 - Oct 2024 (2 months)

Engineered end-to-end computer vision and deep learning pipelines using TensorFlow and OpenCV for visual recognition tasks. Optimized image preprocessing and data augmentation workflows, and benchmarked multi-model architectures on held-out datasets.

TensorFlow OpenCV Python Computer Vision Deep Learning Benchmarking