Resume

Summary

I study large language models (LLMs), with a focus on AI agents and reasoning. I’m interested in how models break down complex problems, decide when to use tools, and revise their plans when new evidence changes the answer. My work connects these research questions with building and evaluating agents that can carry out multi-step tasks reliably.

Publications (7)

• Unraveling Dropout: Classifying Dropout Methods in the Context of Research Challenges Across Data Types

  Amir Mohammad Sharafaddini

  Computer Science Review · 2026

• Dual Memory Matrix Gannet Optimization with Dynamic Weight Adjustment for Robust Feature Selection

  Amir Mohammad Sharafaddini, Behnam Mohammad Hasani Zade, Najme Mansouri

  Cognitive Computation · 2026

• Attrition Mill Optimization Algorithm: A Novel Approach for Solving Engineering Optimization Problems

  Amir Mohammad Sharafaddini, Behnam Mohammad Hasani Zade, Najme Mansouri

  The Journal of Supercomputing · 2025

• A Binary Chaotic Transient Search Optimization Algorithm for Enhancing Feature Selection

  Amir Mohammad Sharafaddini, Najme Mansouri

  Arabian Journal for Science and Engineering · 2025

• Leveraging Transfer Learning for High-Accuracy Breast Cancer Classification from Histopathological Images

  Amir Mohammad Sharafaddini, Najme Mansouri

  6th International Conference on Electrical Engineering, Computer, Mechanics, and Artificial Intelligence · 2024

• Enhanced Skin Cancer Classification Using Deep Learning and Gradient Boosting Techniques

  Amir Mohammad Sharafaddini, Najme Mansouri

  2024 14th International Conference on Computer and Knowledge Engineering (ICCKE 2024) · 2024

• An Efficient Gannet Optimization Algorithm for Feature Selection Based on Sensitivity and Specificity

  Amir Mohammad Sharafaddini, Najme Mansouri

  Journal of Algorithms and Computation, 54(2), 49–69 · 2022

Teaching Assistantship

• Teaching Assistant — Fall 2026

  Sharif University of Technology · Tehran, Iran

  • Mobile Programming — Dr. Ali Najimi.
  • Compiler Design — Dr. Samane Hosseinmardi.
  • Machine Learning Systems Engineering — Dr. Maryam Ramezani.

• Teaching Assistant — Fall 2026

  Shahid Bahonar University of Kerman · Kerman, Iran

  • Data Mining (graduate course) — Dr. Najme Mansouri.
  • Data Structures — Dr. Najme Mansouri.
  • Advanced Programming — Dr. Reyhane Ghafari.
  • Introduction to Data Mining — Dr. Behnam Mohammad Hassani Zadeh.
  • Modeling in Occupational Health and the Work Environment — Dr. Reyhane Ghafari.

• Teaching Assistant — Spring 2026

  Shahid Bahonar University of Kerman · Kerman, Iran

  • Fuzzy Logic — Dr. Reyhane Ghafari.
  • Data Structures and Algorithms — Dr. Najme Mansouri.
  • Neural Networks — Dr. Behnam Mohammad Hassani Zadeh.

• Teaching Assistant — Fall 2025

  Shahid Bahonar University of Kerman and Sharif University of Technology · Kerman and Tehran, Iran

  • Machine Learning, Sharif University of Technology — Dr. Ali Sharifi-Zarchi.
  • Fundamentals of Programming (Python), Sharif University of Technology — Dr. Mohammad Nazari.
  • Topics in Data Science (graduate course), Shahid Bahonar University of Kerman — Dr. Najme Mansouri.

• Teaching Assistant — Spring 2025

  Shahid Bahonar University of Kerman and Sharif University of Technology · Kerman and Tehran, Iran

  • Advanced Programming (Python), Sharif University of Technology — Dr. Reyhane Ghafari.
  • Fundamentals of Programming (Python), Sharif University of Technology — Dr. Marzieh Sadri.
  • Data Structures and Algorithms — Dr. Najme Mansouri.
  • Data Science Algorithms — Dr. Najme Mansouri.

Workshop Hosting

• Organizer and Instructor — Deep Learning and the Rise of Large Language Models — Summer 2026

  Iran's National Elites Foundation, Kerman Province Branch · Kerman, Iran

  • Workshop for Ph.D. students, Summer 2026.

• Organizer and Instructor — From Machine Learning to Deep Neural Networks — Summer 2025

  Iran's National Elites Foundation, Kerman Province Branch · Kerman, Iran

  • Workshop for Ph.D. students, Summer 2025.

• Organizer and Instructor — Deep Learning — Spring 2024

  Shahid Bahonar University of Kerman · Kerman, Iran

  • Graduate workshop, Spring 2024.

• Organizer and Instructor — Python and Machine Learning — Fall 2023

  Shahid Bahonar University of Kerman · Kerman, Iran

  • Graduate workshop, Fall 2023.

Education

• M.Sc. in Computer Science

  Tarbiat Modares University · Tehran, Iran

• B.Sc. in Computer Science

  Shahid Bahonar University of Kerman · Kerman, Iran