EDUCATION
Ph.D. in Building Construction Engineering and Management
Chung-Ang University, Seoul, South Korea.
Master in Engineering Management
Ghulam Ishaq Khan Institute of Engineering Sciences & Technology (GIKI), Topi,
Pakistan.
Bachelor of Civil Engineering
CECOS University, Peshawar, Pakista
RESEARCH
“Fall Prevention from Ladders Utilizing a Deep Learning-based Height
Assessment Method ”
Muhammad Sharjeel Anjum, Numan Khan, Rabia Khalid, Muhammad Khan, and
Chansik Park, IEEE Access, 2022.
“Tag and IoT based safety hook monitoring for prevention of falls from height”
Muhammad Khan, Rabia Khalid, Sharjeel Anjum, Numan Khan, C Cho, Chansik
Park, Automation in Construction, 2022.
“Rigorous Analysis of Safety Rules Using A Grounded Theory for Adopting
Vision Intelligence to Shift Construction Safety Monitoring Outlook”
Numan Khan, Doyeop Lee, and Chansik Park, International Journal of Construction
Management, 2021.
“Environmental Particulate Matter (PM) Exposure Assessment of
Construction Activities Using Low-Cost PM Sensor and Latin Hypercubic
Technique”
Muhammad Khan, Numan Khan, Miroslaw J. Skibniewski, Chansik Park,
Sustainability, 2021.
“Utilizing Safety Rule Correlation for Mobile Scaffolds Monitoring Leveraging
Deep Convolution Neural Networks ”
Numan Khan, Muhammad Rakeh Saleem, Doyeop Lee, and Chansik Park,
Computers in Industry, 2021.
“A Hazard Identification Approach of Integrating 4D BIM and Accident Case
Analysis of Spatial–Temporal Exposure ”
Si Van-Tien Tran, Numan Khan, Doyeop Lee, and Chansik Park, Sustainability,
2021.
“Converging Technologies for Safety Planning and Inspection Information
System of Portable Firefighting Equipment ”
Numan Khan, Doyeop Lee, Chanwoo Baek, and Chansik Park, IEEE Access,
2020.
“Visual Language-Aided Construction Fire Safety Planning Approach in
Building Information Modeling ”
Numan Khan, Ahmad K. Ali, Si Van-Tien Tran, Do Yeop Lee, and Chansik Park,
Applied Sciences, March 2020.
“Excavation Safety Modeling Approach Using BIM and VPL ”
Numan Khan, Ahmad K. Ali, Miroslaw J. Skibniewski, Do Yeop Lee, and Chansik
Park, Advances in Civil Engineering, April 2019.
Selected Publications
“A Deep Learning-based detection of Fall Portents for Lone Construction
Worker”
Numan Khan, Sharjeel Anjum, Rabia Khalid, JunSung Park, Chansik Park, ISARC
2021, Conference
“A Pull-Reporting Approach for Floor Opening Detection Using Deep
Learning on Embedded Devices”
Sharjeel Anjum, Rabia Khalid, Muhammad Khan, Numan Khan and Chansik Park,
ISARC 2021, Conference
“IMU based Smart Safety Hook for Fall Prevention at Construction Sites ”
Muhammad Khan, Rabia Khalid, Sharjeel Anjum, Numan Khan, Chansik Park,
IEEE TENSYMP 2021 Conference.
“Towards the adoption of Vision Intelligence for Construction Safety: A
Grounded Theory Methodology analysis of safety regulations ”
Numan Khan, Muhamad Khan, Do Yeop Lee, and Chansik Park, Proceedings of
28th International Workshop on Intelligent Computing in Engineering.
“Correlation Extraction from KOSHA to enable the Development of
Computer Vision-based Risks Recognition System ”
Numan Khan, Kim Youjin, Do Yeop Lee, Si Tran, and Chansik Park, Proceedings of the 8th International Conference on Construction Engineering and Project
Management, December 2020.
“ Joint Reasoning of Real-time Visual Risk Zone Identification and Numeric
Checking for Construction Safety Management ”
Ahmed Khairadeen Ali, Numan Khan, Doyeop Lee and Chansik Park, Proceedings
of the 8th International Conference on Construction Engineering and Project
Management, December 2020.
“ Ontology-based Safety Risk Interactions Analysis for Supporting Pre-task
Planning ”
Si Tran, Doyeop Lee, Trang Pham, Chansik Park and Numan Khan, Proceedings
of the 8th International Conference on Construction Engineering and Project
Management, December 2020.
“ Artificial Intelligence and Blockchain-based Inspection Data Recording
System for Portable Firefighting Equipment ”
Numan Khan, Doyeop Lee, Ahmad Khairudeen Ali, Chansik Park, Proceedings of
the 37th International Symposium on Automation and Robotics in Construction
(ISARC), October 2020.
“ A Framework for Camera Planning in Construction Site using 4D BIM and
VPL ”
Si Van-Tien Tran, Ahmed Khairadeen Ali, Numan Khan, Doyeop Lee, and Chansik
Park, Proceedings of the 37th International Symposium on Automation and Robotics
in Construction (ISARC), October 2020.
“ Stereo Vision based Hazardous Area Detection for Construction Worker’s
Safety ”
Doyeop Lee, Numan Khan, and Chansik Park, Proceedings of the 37th International
Symposium on Automation and Robotics in Construction (ISARC), October 2020.
“ Inspection of Discrepancies in Construction Temporary Safety Structures
through Augmented Reality ”
Hashim Raza Bokhari, Doyeop Lee, Numan Khan, and Chansik Park, Proceedings
of the 37th International Symposium on Automation and Robotics in Construction
(ISARC), October 2020.
“ Blockchain based Concept Model for Construction Quality Management ”
Chansik Park, Doyeop Lee, Numan Khan, Seungwon, International Project and
Construction Management Conference (IPCMC2020), Istanbul, Turkey.
“ An Analysis on Safety Risk Judgment Patterns Towards Computer Vision
Based Construction Safety Management. ”
Chansik Park, Doyeop Lee, and Numan Khan, Proceedings of the Creative
Construction e-Conference (2020)
CONFERENCE PUBLICATION
“ Automatic Safety Rule Compliance Approach for Excavation Pits
Leveraging Algorithm modeling tool and BIM Technologies ”
Numan Khan, Ahmad K. Ali, Doyeop Lee, and Chansik Park, Korea Institute of
Construction Engineering and Management, November 2018.
“ Job Hazard Analysis Framework for Excavation Trenches leveraging BIM
4-D and Rule-Based Checking ”
Numan Khan, Numan Khan, Hai Chien Pham and Trang T.K Pham, 5th Annual
Conference of Vietnamese Young Scientists (ACVYS) 2018.
“ Real-time monitoring system for construction Safety Management using
CCTV-based Image Recognition ”
Jung-Ui Kim, Numan Khan, and Jun-Sung Park, 5th Annual Conference of
Vietnamese Young Scientists (ACVYS) 2018.
“ Framework for MEP defect management utilizing BIM and MR ”
Trang T.K Pham, Son N.Dang, Si V.T Tran and Numan Khan, 5th Annual
Conference of Vietnamese Young Scientists (ACVYS) 2018.
WORK EXPERIENCE
Post Doctoral Fellow
ETS, Université du Québec, Montreal, Canada. – Decision support system for a toolbox meeting. – Data analytics of construction accidents using K-Mean Clustering, and Keywords
matching of NLP . – Detection of construction waste using deep learning and point cloud – Detection of construction site dust using Mask RCNN – Creating a plug-in, in the Revit for modular glass panels – Developing a probability model for accident prevention using 4D BIM and OSHA
Post Doctoral Fellow
Construction Technology Innovation (ConTIL) Lab
Chung-Ang University, Seoul, South Korea – Implementation of deep learning algorithms for object detection. – Development of post processing algorithm for the adoption of deep learning
detection algorithms in construction safety. – Optimization and fine-tuning of detection algorithms – Construction safety rule (OSHA and KOSHA) analysis and investigation – Rule based safety information modelling (SIM)
Graduate Research Assistant
Construction Technology Innovation (ConTIL) Lab
Chung-Ang University, Seoul, South Korea – Implementation of deep learning algorithms for object detection. – Construction safety rule (OSHA and KOSHA) analysis and investigation – Rule based safety information modelling (SIM) – BIM based construction fire safety management using 4D BIM and visual
programming languages. – Blockchain based conceptual framework development for construction safety and
quality management.
Lecturer
Sarhad University of Science & Information Technology, Peshawar, Pakistan – Developing, delivering, managing courses appropriate to civil engineering
education. – Developing student research projects and supervise undergraduate students on
these projects. – Participated in departmental curriculum and program development. – Hold regular weekly office hours for student’s questions and offer guidance. – Assess student performance in adherence to departmental guidelines. – Courses taught: Environmental Management, Project Management, Total Quality
Management
Project Engineer
Painda Zar Khan Enterprises (PZK), Pakistan – Undertaking technical and feasibility studies including site investigations using a
range of computer software. – Undertaking complex calculations liaising with clients and a variety of professionals
including architects and subcontractors. – Compiling job specs and supervising tendering procedures resolving design and
development problems. – Managing budgets and project resources. – Scheduling material and equipment purchase and deliveries. – Making sure the project complies with legal requirements, especially health and
safety. – Ensuring projects run smoothly and structures are completed within budget and on
time.
Graduate Assistant
GHULAM ISHAQ KHAN INSTITUTE OF ENGINEERING SCIENCES &
TECHNOLOGY (GIKI), PAKISTAN. – Facilitate a discussion section or tutorial, – Hold weekly office hours, – Grade homework, Quiz and Assignments of undergrad students. – Keeping and maintaining records of Exams and Projects. – Prepare and Distribute reading materials, answer keys or supplementary notes and
act as the course web-master. – Attend the instructors’ lecture regularly.
EDUCATION
