Duha Al-Darras
Data ScientistMember since June 27, 2026
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Metaheuristic-Clustering-Initialization-Comparison
July 4, 2025 – July 11, 2025
This repository contains the full implementation and experimental setup for the comparative study of metaheuristic clustering algorithms with different initialization strategies, specifically K-means and K-means++. It includes code for eight metaheuristic optimizers, dataset preprocessing, and evaluation metrics.
View ProjectFeature-Selection-Using-Metaheuristic-Algorithms
August 30, 2023 – August 30, 2023
MATLAB code for Feature Selection for High-Dimensional Imbalanced Malware Data Using Filter and Wrapper Selection Methods
View ProjectCultural Fit Analysis
The candidate's projects indicate a focus on research-oriented, algorithmic development within data science. The lack of diverse project types (e.g., deployment, data engineering, business intelligence) and team-based experience makes it difficult to fully assess cultural fit for a collaborative industry role. The projects are personal and academic in nature.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.