Profile Details

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Hire Dr. Sumyea H.

Australia

USD 90 /hr

Data Scientist

Profile Summary

Highly accomplished Data Scientist with a specialisation in AI. Over 10 years of experience data analysis, statistical modelling, and discovering hidden patterns in large datasets. Proficient in leveraging advanced data mining techniques to derive actionable insights, with a proven track record of contributing to academic research and practical applications in the field.

Subject Matter Expertise

• ★ Predictive Modeling & Analytics
• ★ Big Data Analytics
• ★ Artificial Intelligence
• ☆ Computer Science
• ☆ Data Analysis
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Data Visualization
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Neural Networks
• ☆ Deep Learning
• ☆ Data Security
• ☆ Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ R

Services

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Data Visualization, Big Data Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

Work Experience

Course Facilitator

University of Bath

March 2022 - September 2024

Post-graduate Research Supervisor

Univerity of BATH

September 2022 - September 2023

Online Facilitator

RMIT University

August 2022 - October 2022

Academic Tutor

University of South Australia

February 2022 - April 2022

Education

Doctor of Philosophy (Ph.D)

University of South Australia (UniSA)

February 2012 - August 2019

Masters

The Royal Institute of Technology (KTH)

September 2008 - March 2010

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

Jiuyong Li, Lin Liu, Esmaeil Ebrahimie, Shane Dawson, Duncan J. Murray, Sumyea Helal (2019). Identifying key factors of student academic performance by subgroup discovery . International Journal of Data Science and Analytics.

Sumyea Helal, Jiuyong Li, Lin Liu, Esmaeil Ebrahimie, Shane Dawson, Duncan J. Murray, Qi Long (2018). Predicting academic performance by considering student heterogeneity . Knowledge-Based Systems.

Sumyea Helal (2016). Subgroup Discovery Algorithms: A Survey and Empirical Evaluation . Journal of Computer Science and Technology.