AI and Software Engineering professional with expertise in machine learning, deep learning, business intelligence, and data management. Skilled in Python, C#, and C++, with experience in applying transformer models and LLMs for NLP tasks, predictive models, recommender systems, and intelligent decision support systems. Passionate about AI-driven automation, robotics, and Multi-Agent Systems, with a focus on developing intelligent, adaptive solutions for real-world challenges.

Somayeh Mortazavi

AI and Software Engineering professional with expertise in machine learning, deep learning, business intelligence, and data management. Skilled in Python, C#, and C++, with experience in applying transformer models and LLMs for NLP tasks, predictive models, recommender systems, and intelligent decision support systems. Passionate about AI-driven automation, robotics, and Multi-Agent Systems, with a focus on developing intelligent, adaptive solutions for real-world challenges.

Available to hire

AI and Software Engineering professional with expertise in machine learning, deep learning, business intelligence, and data management. Skilled in Python, C#, and C++, with experience in applying transformer models and LLMs for NLP tasks, predictive models, recommender systems, and intelligent decision support systems. Passionate about AI-driven automation, robotics, and Multi-Agent Systems, with a focus on developing intelligent, adaptive solutions for real-world challenges.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
See more

Language

English
Fluent

Work Experience

Thesis Research at Aston University
January 1, 2024 - October 7, 2025
Fault Prediction in Heavy-Duty Engines Using Deep Learning on Multivariate Time Series Data. Developed predictive maintenance models with LSTM and GRU, integrating GA, PCA, and CNN for feature selection/extraction. Achieved RMSE: 14.47 and R²: 0.88, outperforming baselines. Introduced a GA-RNN framework for enhanced fault prediction.
Context-Aware Recommender System Researcher at Amirkabir University of Technology
January 1, 2013 - October 7, 2025
Designed a context-aware recommendation system using Collaborative Filtering and Context Awareness to address sparsity and enhance precision.
Software Engineer at IAU, South Tehran Branch
January 1, 2009 - October 7, 2025
Design and Development of an Online Appliance Store using C# and MSSQL; focused on product management and user interface efficiency.

Education

Master of Science (MSc) in Artificial Intelligence at Aston University
January 1, 2023 - January 1, 2024
Master of Science (MSc) in Information Technology Engineering (E-Commerce) at Amirkabir University of Technology
January 1, 2010 - January 1, 2013
Bachelor of Science (BSc) in Computer Engineering (Software) at Islamic Azad University (IAU), South Tehran Branch
January 1, 2005 - January 1, 2009
MSc in Artificial Intelligence at Aston University, UK
January 1, 2023 - January 1, 2024
MSc Information Technology Engineering (E-Commerce) at Amirkabir University of Technology, Iran
January 1, 2010 - January 1, 2013
BSc Computer Engineering (Software) at IAU, South Tehran Branch, Iran
January 1, 2005 - January 1, 2009

Qualifications

Global Ambassador Scholarship
January 1, 2023 - October 7, 2025
Distinction in MSc Artificial Intelligence, Aston University
January 1, 2023 - January 1, 2024
Distinction in MSc Artificial Intelligence
January 1, 2023 - January 1, 2024
First-Class Honours - MSc Information Technology Engineering (E-Commerce)
January 1, 2010 - January 1, 2013
First-Class Honours - BSc Computer Engineering (Software)
January 1, 2005 - January 1, 2009
Global Ambassador Scholarship
January 1, 2023 - October 7, 2025

Industry Experience

Software & Internet, Education, Professional Services, Manufacturing, Media & Entertainment, Other

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
See more

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