Doaa Salah

Data Scientist

https://talent.gravityer.com/doaa-salah

Machine Learning Engineer

Member since June 29, 2026

Key Strengths

Demonstrated interest in Data Science and Machine Learning through numerous personal projects.
Experience with Python and Jupyter Notebook, which are core tools in Data Science.
Projects cover various sub-domains including NLP (Arabic Question Answering, Stance Detection, Chatbots, NER), Computer Vision (Image Classification), and Time Series Forecasting.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a strong focus on personal initiatives, indicating self-motivation and a passion for learning. The diversity of topics within Data Science (NLP, CV, Time Series) suggests an adaptable and curious mindset. However, the lack of team-based projects or professional experience makes it difficult to fully assess collaboration and cultural alignment within a professional team setting.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

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Projects

The-resistant-Word-at-Stance-Nakba-Shared-Task-2026

March 23, 2026 – Present

This repository contains an ensemble‐based stance detection system for Arabic tweets/posts in the context of the Nakba dataset. The model predicts one of three stances: pro, against, or neutral.

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Multilingual-Review-Summarizer

November 18, 2025 – November 18, 2025

Multilingual-Review-Summarizer — GitHub repository

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Arabic_question_Answering

March 23, 2024 – March 23, 2024

Arabic_question_Answering — GitHub repository

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Greenhouse_Gases_Analysis

February 21, 2024 – February 21, 2024

Greenhouse_Gases_Analysis — GitHub repository

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Generative_Video_Indexing

February 12, 2024 – February 21, 2024

Generative_Video_Indexing — GitHub repository

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Arabic_chatbots

February 12, 2024 – February 12, 2024

Arabic_chatbots — GitHub repository

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Named_entitiy_recognition_llama2

February 12, 2024 – February 12, 2024

Named_entitiy_recognition_llama2 — GitHub repository

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Temperature-Forecasting

September 9, 2023 – September 9, 2023

Temperature-Forecasting — GitHub repository

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covide-classification

September 25, 2022 – September 25, 2022

covide-classification — GitHub repository

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Doctork-Application

September 23, 2022 – January 26, 2023

Health Care System with GUI Based on Deep Learning and Images Classification

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Key Strengths

Demonstrated interest in Data Science and Machine Learning through numerous personal projects.
Experience with Python and Jupyter Notebook, which are core tools in Data Science.
Projects cover various sub-domains including NLP (Arabic Question Answering, Stance Detection, Chatbots, NER), Computer Vision (Image Classification), and Time Series Forecasting.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

Doaa Salah

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit