Thesis: Exploring and Exploiting Human Behavioural Responses to Robot Failures in Human-Robot Interaction
Supervisors: Wafa Johal and Vassilis Kostakos
Sep 2021 – Jun 2023
MSc, Mechanical Engineering
Sharif University of Technology
Thesis: Empirical motion-time pattern for human gaze behaviour in social situations using DNNs
Supervisors: Alireza Taheri and Ali Meghdari
GPA: 18.10/20 (3.87/4.00)
Sep 2017 – Sep 2021
BSc, Mechanical Engineering
University of Tehran
Thesis: Controller design for a refrigerator using Peltier modules
Supervisor: Ehsan Hosseinian
GPA: 17.45/20 (3.80/4.00)
Research experience
Dec 2023 – Present
Researcher
Interactive Technologies Lab (IXT), University of Melbourne
Built ROS-based collaborative tasks on Tiago with diverse failure conditions and conducted controlled user studies with more than 50 participants.
Developed pipelines integrating eye tracking, ROS synchronisation, and real-time gaze feature extraction for human-centred failure detection.
Designed a simulation-based failure detection framework in NVIDIA Isaac using behaviour trees and vision–language model reasoning for autonomous detection and recovery.
Developed emotional expressions on Furhat using facial action units, with VLM- and user-based evaluation.
Contributed to live robotics demonstrations for academic and public audiences.
Sep 2021 – Sep 2023
Research Assistant
CEDRA, Sharif University of Technology
Programmed and ran HRI experiments with Nao and Opo robots to study gaze behaviour in children and young adults.
Built deep learning models for lip reading and facial emotion recognition from video data.
Experimental design, controlled user studies, trust measurement, multimodal behavioural analysis, annotation workflows, linear mixed-effects and cumulative link mixed models.
Modelling
Unity and SolidWorks.
Demonstrations & public engagement
Sep 2025
Innovation Week. Designed and delivered a Furhat social interaction demonstration with rapid behaviour scripting and multi-party interaction.
Sep 2025
University of Melbourne Showcase. Presented an interactive robotics pipeline combining real-time perception, behaviour control, and HRI.
Mar 2025
Post-HRI academic visit. Demonstrated an office assistant robot on Tiago with autonomous navigation and interaction.
Oct 2024
CIS Doctoral Colloquium. Poster presentation: Gazing at Failure: Investigating Human Gaze in Response to Robot Failure in Collaborative Tasks.
Sep 2024
Ubicomp demo session. Live demonstration of robot failures in human–robot collaboration using Tiago.
Aug 2024
University Open Day. Public demonstration of autonomous social robotics.
Awards & honours
Mar 2024
Winner, HRI24 Robot Challenge. Office Assistant on Tiago, Team Melbourne.
Aug 2021
Top 0.2% in the national master's entrance examination.
Jun 2021
Top 15% of graduating class.
Jul 2017
Top 1% in the national bachelor's entrance examination.