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Mahmoud Morsy

@mahmoudmorsy

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AI engineer building local LLM assistants and computer vision systems with FastAPI, PyTorch, and Ollama.

Egypt

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What I'm looking for

My long-term goal is to apply AI to plant-health monitoring and smart vertical agriculture in Egypt.

I built HADOTA, an Arabic-English local AI assistant with a browser UI and a FastAPI/Uvicorn backend, integrating Ollama and Qwen through a modular runtime adapter. I added context budgeting, JSON validation, session controls, and failure-safe turn rollback; the project reports 366 passing tests and 91% coverage.

My computer vision projects include a 37-breed image classifier that achieved 90.46% test accuracy and a YOLO26s road-damage detection pipeline. I also completed the Data Scientist Program through a Data Insight scholarship and have experience coordinating innovation programs and training students.

Experience

Work history, roles, and key accomplishments

Innovation Ambassador

Technology Innovation & Entrepreneurship Center (TIEC)

Jan 2020 - Aug 2023 (3 years 7 months)

Represented TIEC in promoting technology, innovation, and entrepreneurship opportunities and connecting programs with universities, students, graduates, and local communities. Supported outreach, marketing, awareness campaigns, workshops, training sessions, and innovation events.

Outreach Marketing Awareness Campaigns Workshops Training Event Coordination Logistics Scheduling Stakeholder Communication

Data Scientist Trainee

Data Insight

Aug 2021 - Aug 2022 (1 year)

Completed the 12-month Data Scientist Program with Distinction through a Data Insight scholarship, developing practical skills in Python, statistics, data analysis, preprocessing, visualization, SQL, and machine learning. Built and documented projects in recommendation systems and predictive modeling.

Python Statistics Data Analysis data preprocessing Data Visualization SQL Machine Learning Recommendation Systems predictive modeling

Project Coordinator - InnovEgypt

ITIDA / TIEC

Feb 2021 - Jun 2021 (4 months)

Coordinated program delivery through planning, scheduling, registration, attendance, logistics, trainer communication, and participant support. Supported training in Innovation and Technology Management, Design Thinking, and Entrepreneurship.

Project Coordination Planning Scheduling Registration Logistics Training Communications Participant Support Design Thinking entrepreneurship

Digital Marketing Trainer / TIEC Ambassador

Maharat min Google

Feb 2020 - Mar 2021 (1 year 1 month)

Trained 360 university students and graduates through interactive digital-marketing workshops covering marketing fundamentals, social media, online presence, search marketing, and content planning. Coordinated trainers and participants and prepared weekly reports based on cleaned, analyzed, and visualized program data.

Digital Marketing Social Media Search Marketing Content Planning Training Coordination Data Analysis Data Visualization

Education

Degrees, certifications, and relevant coursework

WorldQuant University

Applied Data Science Module, Data Science

2021 - 2022

Grade: With Honors

Completed the Applied Data Science Module with honors, covering scientific computing, Python, machine learning, and statistical analysis.

Higher Institute for Engineering and Technology, Kafr El-Sheikh

Bachelor's Degree, Computer Science

2018 - 2022

Grade: Very Good

Bachelor's degree in Computer Science with an overall grade of Very Good. Graduation project on Article Recommendation System received an Excellent grade.