Marwan Mohammed Sayed

Data Scientist

https://talent.gravityer.com/marwan-mohammed-sayed

Hello 👋 I am an Intelligent Systems Engineering student, I love what I do, I love learning in general, and I love cars!

Cairo-Egypt

Key Strengths

Demonstrated experience with Python for various ML/DL projects.
Familiarity with Jupyter Notebook for exploratory data analysis and model development.
Experience in MLOps concepts, including model modularization and deployment using FastAPI.
Exposure to different machine learning tasks such as violence detection, question generation, and face recognition.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are primarily personal and demonstrate a strong interest in machine learning and data science. The diversity of projects, from NLP to computer vision and MLOps, indicates a proactive learning attitude. However, the lack of team-based projects or professional experience makes it difficult to fully assess cultural fit in a collaborative environment.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, indicating no assessment was completed.

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Projects

ml_project_template

March 7, 2026 – Present

Project Template for ML systems

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automaticViolenceDetection

December 25, 2025 – Present

Automatic Violence Detection using the AirtLab Dataset

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MovieReviewClassifier

November 16, 2025 – Present

This project is mainly exploratory. Where I try to venture into the territory of NLP. And I took the chance to also explore the new python package manager "UV"

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BCI-Model

November 2, 2025 – November 2, 2025

This was a project I worked on with a couple of friends on a Kaggle competition. Even though we didn't really win, we still had fun. I did lose access to the original notebook though, which had much more tests with various models, but this one is good, too. I'll be working on improving it whenever I get a free sec.

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Scalable_Question_Generation_System

September 3, 2025 – September 5, 2025

MCQ generation system

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End-to-End-MLOps-Pipeline-Deep-Learning-Deployment

July 16, 2025 – September 22, 2025

This project is about model modularization and deployment to demonstrate how to modularize a project and deploy it (From notebook exploration, to modularization, and finally deployment using FastAPI)

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Prezza_Flutter_App

June 25, 2025 – June 25, 2025

Prezza_Flutter_App — repository

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Celebrity_Face_Recognition

June 19, 2025 – June 19, 2025

This project performs celebrity face recognition in video using InsightFace's AntelopeV2 model. It combines face detection, embedding generation, and face tracking to annotate celebrities' faces in video footage.

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RBF-Calculator

February 26, 2025 – May 17, 2025

RBF Calculator is a tool used to calculate the RBF for a given 2-D feature space, given you provide the centroids and variance

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LibraryManagmentSystem

August 18, 2024 – January 8, 2025

LibraryManagmentSystem — repository

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Key Strengths

Demonstrated experience with Python for various ML/DL projects.
Familiarity with Jupyter Notebook for exploratory data analysis and model development.
Experience in MLOps concepts, including model modularization and deployment using FastAPI.
Exposure to different machine learning tasks such as violence detection, question generation, and face recognition.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, indicating no assessment was completed.

Marwan Mohammed Sayed

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit