Asmaa Elhadidy
Computer Vision Engineer
6th Of October City
Summary
Computer Vision Engineer specializing in deep learning applications for 3D point cloud analysis, object detection, segmentation, and pedestrian intention prediction. Proficient in Python, PyTorch, and TensorFlow, with a strong emphasis on developing robust and socially aware AI systems tailored for autonomous driving and urban scene understanding. Committed to leveraging cutting-edge technology to enhance safety and efficiency in complex environments.
Overview
7
7
years of professional experience
1
1
Language
Work History
Computer Vision Researcher
American University in Cairo (AUC)
06.2024 - Current
Assistant Lecturer
Newgiza University (NGU)
02.2022 - Current
Assistant Lecturer
Information Technology Institute (ITI)
02.2024 - 05.2024
Teaching Assistant
Nile University (NU)
02.2019 - 01.2022
Education
M.Sc. - Communication and Information Technology
Nile University
01-2023
BSc - Computer Engineering
Al-Azhar University
07-2018
Skills
COMPUTER VISION
- Convolution networks, depth-wise separable convolution, and vision transformers
- Image preprocessing, classification, object detection and segmentation
- Video analytics
- Optical character recognition
- 3D statistical shape modeling
- Generative adversarial networks expertise
- Courses and self-learning: Introduction to Machine Learning- Andrew NG, coursera
Deep Learning
- Regularization techniques (L1 & L2 – dropout – early stop)
- Countering vanishing and exploding gradients techniques (batch normalization – gradientclipping)
- Optimization algorithms (SGD – momemtum based SGD – adaptive learning rate SGD)
- One-shot learning and zero-shot learning
- Courses and self-learning: CS294-158 Deep Unsupervised Learning- UC Berkeley
FRAMEWORKS
- Development frameworks (PyTorch – TorchVision – TensorFlow)
MLOPS
- Docker (create custom images)
- VSCode development containers
Courses Taught
- Assisting in teaching undergraduate courses at Newgiza University such as: Artificial Intelligence with (Prof. Samhaa Elbeltagy), Calculus 1, Programming (Python, C++), Data Analysis, Machine Learning, Deep Learning and Computer Vision.
- Assisting in teaching postgraduate courses at Nile University such as: Machine Learning, Image Processing.
Accomplishments
- Certificate for my participation as a reviewer in Egyptian Junior research competition.
- Certificate for my participation with 2 papers in 2nd Novel Intelligent and leading emerging science conference Niles 2020.
- Certificate for my participation as a session coordinator in the 30th International Conference of the International Association for Management of Technology.
- Certificate in my contribution to helping students participate in their projects at the UGRF.
Timeline
Computer Vision Researcher
American University in Cairo (AUC)
06.2024 - Current
Assistant Lecturer
Information Technology Institute (ITI)
02.2024 - 05.2024
Assistant Lecturer
Newgiza University (NGU)
02.2022 - Current
Teaching Assistant
Nile University (NU)
02.2019 - 01.2022
M.Sc. - Communication and Information Technology
Nile University
BSc - Computer Engineering
Al-Azhar University
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