Summary
Overview
Work History
Education
Skills
Side Projects
Publications
Languages
Timeline
Generic

Amr Saeed Mohamed

München

Summary

Knowledgeable Software Developer with a robust background in machine learning and algorithm development. Proven track record in designing and implementing advanced models that optimize performance and enhance decision-making processes. Demonstrated data analysis and feature engineering expertise, consistently driving innovation and efficiency.

Overview

7
7
years of professional experience

Work History

AI/SW Team Lead

Tahaluf Al Emarat Technical Solutions
06.2023 - Current
  • Oversaw the planning and execution of all R&D computer vision and deep learning projects in the AI department
  • Researched, developed and maintained approaches for Face Recognition, Object Detection, Segmentation, and many others
  • Coordinated requirements between management and team members
  • Trained new team members by relaying information on company procedures and safety requirements.
  • Promoted a positive work environment by fostering teamwork, open communication, and employee recognition initiatives.
  • Served as a role model for the team by demonstrating commitment to excellence, professionalism, and adherence to company values at all times.
  • Coached team members in techniques necessary to complete job tasks.
  • Enhanced overall team performance by providing regular coaching, feedback, and skill development opportunities.
  • Collaborated with other department leads to streamline workflows, improve interdepartmental coordination, and achieve business goals collectively.

Computer Vision and Deep Learning Unit Head

Tahaluf Al Emarat Technical Solutions
04.2022 - 06.2023
  • Oversaw the planning and execution of all R&D computer vision and deep learning projects in the AI department.
  • Researched, developed and maintained approaches for Face Recognition, Object Detection, Segmentation, and many others
  • Coordinated requirements between management and team members.

Deep Learning Engineer

Tahaluf Al Emarat Technical Solutions
02.2021 - 03.2022
  • Worked on a multifaceted project that involves a multitude of computer vision engines. This includes handling the development of the engine and assisting with its deployment.
  • Technical lead of a intelligent traffic monitoring project overseeing hardware and software development.
  • Worked as project supervisor of a face recognition solution.
  • Acted as program supervisor of AI training academy courses overseeing the preparation and administering of 3 AI courses.
  • Built scalable deployment solutions with containerization tools like Docker for seamless integration into existing production workflows.

R&D Team Lead

Avidbeam Technologies
10.2020 - 02.2021

• Led the team through fulfillment of multiple projects.

• Coordinated work tasks and projects' deliverables with management.

  • Managed risks and mitigated potential issues through proactive planning, monitoring, and timely decisionmaking.

Computer Vision Research Engineer

Avidbeam Technologies
02.2020 - 10.2020
  • Worked on researching, developing, and implementing models for wide range of tasks, including but not limited to: Face recognition, face detection, object detection, pose estimation, and object counting.
  • Used multiple frameworks (Tensorflow, Keras, PyTorch, MXNET)

Research Assistant

The American University in Cairo
06.2020 - 09.2020
  • Worked as part of a team designing and developing an online proctoring tool that employs the use of machine learning models to detect cheating and deter cheating attempts.
  • Implemented modules to serve multiple models (Face recognition, face detection, pose and gaze estimation, scene change detection) that work in conjunction to detect any abnormal user behavior.
  • Partook in authoring a paper that is accepted for AIED21.

Graduate Teaching Assistant

The American University in Cairo
09.2018 - 06.2020
  • Assisted in Operating Systems & Distributed Systems courses
  • Evaluated & graded course projects codes & demos
  • Aided students as needed throughout the courses

Research Assistant

The American University in Cairo
01.2019 - 01.2020
  • Extensively worked on developing a 2D & 3D tool for annotating video frames.
  • Worked on implementing a novel approach for LiDAR and camera fusion-based semantic segmentation techniques using deep learning.

Research Assistant

The American University in Cairo
06.2017 - 05.2018
  • Implemented a deep learning approach to generating recommendations
  • Authored a paper with results and findings and submitted to RecSys Challenge

Education

Master of Science - Informatiks

Technische Universität München
Munich, Germany
06.2025

Bachelor of Science - COMPUTER ENGINEERING

The American University in Cairo
Cairo, Egypt
05.2018

Skills

  • C
  • Python
  • TensorFlow
  • Keras
  • PyTorch
  • Mxnet
  • Git
  • Linux
  • Docker
  • Leadership

Side Projects

  • (2024) Worked on a real-time deep learning based path collision detection algorithm achieving 20% improvement on SOTA.
  • (2023) Researched model robustness and certifications and reviewed state of the art literature.
  • (2022) Worked on kick-starting multiple large scale projects (INITOR, TRAFFITIX, etc..).
  • (2021) Developed and trained a License Plate Detection model for UAE plates with >90% accuracy.
  • Joined an independent research group looking into self-supervised techniques.
  • (2020) Refactored the code base of LFFD paper to make it more dynamic for prototyping and on the fly model generation.
  • (2019) Developed a general face recognition evaluator code for benchmarking new models.
  • (2018) Developed assistive glasses for the visually impaired as a thesis project that incorporates multiple machine learning models.
  • (2017) Developed a distributed image sharing app that uses steganography.
  • (2016) Designed and implemented a fully object-oriented CPU simulator following the factory method.

Publications

  • Elshafey, A. E., Anany, M. R., Mohamed, A. S., Sakr, N., Aly, S. G., Dr. Proctor: A Multi-modal AI-Based Platform for Remote Proctoring in Education, Artificial Intelligence in Education, I. Roll, D. McNamara, S. Sosnovsky, R. Luckin, V. Dimitrova, Springer International Publishing, 2021, 150-145
  • Mohamed, A. S., Abdelkader, A., Anany, M., El-Behady, O., Faisal, M., Hangal, A., Eraqi, H. M., Moustafa, M. N., An Evaluation of RGB and LiDAR Fusion for Semantic Segmentation, http://arxiv.org/abs/2108.07661, 2021

Languages

Arabic
Bilingual or Proficient (C2)
English
Bilingual or Proficient (C2)
German
Elementary (A2)

Timeline

AI/SW Team Lead

Tahaluf Al Emarat Technical Solutions
06.2023 - Current

Computer Vision and Deep Learning Unit Head

Tahaluf Al Emarat Technical Solutions
04.2022 - 06.2023

Deep Learning Engineer

Tahaluf Al Emarat Technical Solutions
02.2021 - 03.2022

R&D Team Lead

Avidbeam Technologies
10.2020 - 02.2021

Research Assistant

The American University in Cairo
06.2020 - 09.2020

Computer Vision Research Engineer

Avidbeam Technologies
02.2020 - 10.2020

Research Assistant

The American University in Cairo
01.2019 - 01.2020

Graduate Teaching Assistant

The American University in Cairo
09.2018 - 06.2020

Research Assistant

The American University in Cairo
06.2017 - 05.2018

Master of Science - Informatiks

Technische Universität München

Bachelor of Science - COMPUTER ENGINEERING

The American University in Cairo
Amr Saeed Mohamed