Available to hire
Hi, I’m Emad Abdalghaffar. I’m a multidisciplinary engineer with 5+ years of experience spanning AI, optimization, and engineering. I enjoy applying cutting-edge techniques to real-world problems and translating them into practical, scalable solutions.\n\nCurrently, I work as a Senior Engineer building full-stack ML solutions in cloud environments (Azure and AWS), handling data wrangling, model training and fine-tuning, and ML Ops for deployment. My background also includes structural engineering and metaheuristic optimization research, merging analytical rigor with hands-on development.
Skills
Experience Level
Expert
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Intermediate
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Intermediate
Language
Arabic
Advanced
English
Fluent
Work Experience
Software Engineer II – Machine Learning at crowd build.ai
September 1, 2022 - PresentResponsible for R&D focused on AI-powered solutions to maximize business potential. Handling data science tasks including data analysis, batching, cleaning, and labeling. Developing and fine-tuning machine learning models and deploying trained models in cloud environments using AWS SageMaker Studio for training and Azure ML Studio for dockerized model deployment. Notable projects include object detection models using CNN (YOLO - PyTorch) and Vision Transformer models (RT-DETR - PyTorch).
Machine Learning Engineer II at crowd build.ai
September 20, 2022 - November 7, 2025R&D: developing AI-based solutions towards optimal business potential. Data Science: batching, cleaning, labeling and data analysis. ML: training and finetuning deep learning models. MLOps: deploying trained weights via endpoints and containers. Development: Python. Training: AWS SageMaker Studio (GPU-enabled). Deployment: Azure ML Studio (dockerized endpoints).
Machine Learning Engineer II at crowd build .ai
September 20, 2022 - November 17, 2025R&D: developing AI-based solutions towards optimal business potential. Data Science: batching, cleaning, labeling and data analysis. ML: training and finetuning DL models. ML-Ops: deploying the trained weights cloudily (endpoints, containers, etc.). Environment: Python. Training: AWS SageMaker Studio (GPUs enabled). Deployment: Azure ML Studio (dockerized endpoints).
Senior Engineer – Full Stack Machine Learning at crowd build .ai
September 1, 2022 - PresentR&D: tracking and experimenting with state-of-the-art AI trends; Data wrangling (batching, cleaning, labeling) and analysis; ML: training and finetuning DL models (object detection, semantic segmentation); ML-Ops: deploying and maintaining ML pipelines in the cloud (Azure, Docker). Sample project: Floor Plan Parsing (object detection and semantic segmentation). NN architectures: CNN (YOLO – PyTorch), Vision Transformer (RT-DETR – PyTorch). Environment: Training in AWS SageMaker Studio (GPU utilization); Deployment in Azure ML Studio (Docker endpoints).
Steel Structures Design Engineer at Zamil Steel Buildings
January 1, 2018 - January 31, 2019Steel Structures design according to American code limitations.
Education
Postgraduate Diploma Artificial Intelligence and Machine Learning at Information Technology Institute of Egypt – ITI
January 1, 2021 - January 1, 2022Master of Science Metaheuristic Optimization in Structural Design at National Technical University of Athens – NTUA
January 1, 2019 - January 1, 2021Bachelor of Science Civil Engineering at Helwan University in Cairo
January 1, 2012 - January 1, 2017Postgraduate Diploma in Artificial Intelligence and Machine Learning at Information Technology Institute of Egypt – ITI
January 1, 2021 - December 31, 2022Master of Science in Metaheuristic Optimization at National Technical University of Athens – NTUA
January 1, 2019 - December 31, 2021Bachelor of Science in Civil Engineering at Helwan University in Cairo
January 1, 2012 - December 31, 2017Postgraduate Diploma at Information Technology Institute – ITI
January 1, 2021 - January 1, 2022Master of Science at National Technical University of Athens – NTUA
January 1, 2019 - January 1, 2021Bachelor of Science at Helwan University in Cairo
January 1, 2012 - January 1, 2017Postgraduate Diploma at Information Technology Institute (ITI)
January 1, 2021 - December 31, 2022Master of Science in Structural Metaheuristic Optimization at National Technical University of Athens – NTUA
January 1, 2019 - December 31, 2021Bachelor of Science in Structural Engineering at Helwan University
January 1, 2012 - December 31, 2017Qualifications
Industry Experience
Software & Internet, Professional Services, Education, Computers & Electronics, Manufacturing
Skills
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Expert
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Intermediate
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Intermediate
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