DrBahadorreza Ofoghi

(he/him)

Senior Lecturer, Information Technology

Faculty of Science Engineering and Built Environment/School of Information Technology

  • Senior Lecturer, Information Technology
    Faculty of Science Engineering and Built Environment/School of Information Technology
  • Melbourne Burwood Campus, 221 Burwood Highway, Burwood, Victoria 3125

TEACHING EXPERTISE

With nearly two decades of teaching experience across multiple Australian universities, I have demonstrated a sustained commitment to educational excellence by designing and leading diverse curricula ranging from foundational programming and database technologies to advanced capstone projects, artificial intelligence, and data analytics. I possess a deep interest and extensive experience delivering high-quality curriculum across the computer science spectrum. My teaching portfolio spans foundational subjects, including programming, object-oriented development, and database technologies, to specialized, advanced units in predictive analytics, natural language processing, and artificial intelligence. This expertise extends to leading critical undergraduate and postgraduate capstone units, where I have mentored emerging professionals through project management frameworks and served as both an acting company director and a product owner for industry-aligned team projects. My commitment to pedagogical excellence and leadership in unit design across all levels of study was formally recognized with the 2025 Teacher of the Year award for the Faculty of Science, Engineering, and Built Environment at Deakin University, distinguishing my contribution among the Faculty’s 400+ staff members.

 

I currently supervise three PhD students and have previously supervised three PhD candidates to timely completion, supporting their successful transitions into academic and industry careers. Beyond doctoral supervision, I actively work with student researchers across various levels, having guided numerous students through dedicated research units. I also provide hands-on mentorship and financial support through my active research program, which has attracted three consecutive SEBE Associate Dean (Research) Summer Research Awards ($2,000 each) since 2023. These competitive awards have funded targeted student projects at the cutting edge of applied natural language processing and healthcare, including:

 

  • 2025: From rule bases to language models: A comprehensive review of medical concept normalization methods.
  • 2024: Data curation and feasibility study of large language models for medical information retrieval and synthesis.
  • 2023: An analysis of large language model capabilities in synthesizing retrieval-augmented generation of medicine-related responses.

TEACHING ACTIVITIES

  • EXTERNAL SUPERVISION
    Goal-Oriented Dialogues and Question Generation
    Yelaman Abdullin - Macquarie University
  • CURRENT DOCTORAL SUPERVISION
    Enhancing Goal-Oriented Conversations through Automated Answer Validation
    Sara Mirabi - School of Information Technology
  • CURRENT DOCTORAL SUPERVISION
    A Robust Framework for Generative Medical Visual Question Answering
    I Putu Adi Pratama Pratama - School of Information Technology
  • COMPLETED DOCTORAL SUPERVISION
    Comprehensive and Explainable Classification Algorithms for Smart Farming
    Sandya De Alwis - School of Information Technology - 2025
  • COMPLETED DOCTORAL SUPERVISION
    Advancing Misinformation Detection Through the Utilization of Textual Aspects, Summarization, and Fact-Based Verification
    Ziwei Hou - School of Information Technology - 2025
  • COMPLETED DOCTORAL SUPERVISION
    Enhancing Document Relevance Classification, Question Generation, and Passage Re-ranking using Semantic Triples
    Dinesh Nagumothu - School of Information Technology - 2024