CV

Education

• Ph.D in Version Control Theory, GitHub University, 2018 (expected)
• M.S. in Jekyll, GitHub University, 2014
• B.S. in GitHub, GitHub University, 2012

Work experience

• Spring 2024: Academic Pages Collaborator
  • Github University
  • Duties includes: Updates and improvements to template
  • Supervisor: The Users
• Fall 2015: Research Assistant
  • Github University
  • Duties included: Merging pull requests
  • Supervisor: Professor Hub
• Summer 2015: Research Assistant
  • Github University
  • Duties included: Tagging issues
  • Supervisor: Professor Git

Skills

• Skill 1
• Skill 2
  • Sub-skill 2.1
  • Sub-skill 2.2
  • Sub-skill 2.3
• Skill 3

Publications

Analysis of the effect of CPAP on hemodynamics using clinical data and a theoretical model: CPAP therapy decreases cardiac output mechanically but increases it via afterload

Yoshida, M, Dajani, HR, Ando, S, Shimizu, S, Bolic, M, Groza, V. Analysis of the effect of CPAP on hemodynamics using clinical data and a theoretical model: CPAP therapy decreases cardiac output mechanically but increases it via afterload. Sleep Medicine, 2024.

Non-Contact Imaging of the Neck for Monitoring Cardiopulmonary Clinic Patients

Davoodabadi Farahani, M.H. and Bolic, M. and Zhang, T. and Zadorsky, T. and Sabbagh, R., Non-Contact Imaging of the Neck for Monitoring Cardiopulmonary Clinic Patients, Biomedical Optics Express, 2024.

Novel metrics for tracking blood pressure changes incontinuous cuffless blood pressure estimations

He, S., & Bolić, M. (2024). Novel metrics for tracking blood pressure changes incontinuous cuffless blood pressure estimations. Scientific Reports, 14(1), 27478.

Smartphone System for Heart Rate and Breathing Rate Estimation

A. Nayak and M. Bolic, Smartphone System for Heart Rate and Breathing Rate Estimation, in IEEE Open Journal of Instrumentation and Measurement, vol. 3, pp. 1-4, 2024, Art no. 4000204, doi: 10.1109/OJIM.2024.3477572.

Non-contact Heart Rate and Respiratory Rate Estimation from Videos of the Neck

T. Zhang, et al., Non-Contact Heart Rate and Respiratory Rate Estimation from Videos of the Neck, accepted for presentation at the 2024 46th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2024.

A Deep Learning Approach for Drone Detection and Classification Using Radar and Camera Sensor Fusion

Mehta, V, Dadboud, F, Bolic, M, Mantegh, I. A Deep Learning Approach for Drone Detection and Classification Using Radar and Camera Sensor Fusion. 2023 IEEE Sensors Applications Symposium (SAS), 2023.

DrIFT: Autonomous Drone Dataset with Integrated Real and Synthetic Data, Flexible Views, and Transformed Domains

F. Dadboud, H. Azad, V. Mehta, M. Bolic, I. Mantegh, DrIFT: Autonomous Drone Dataset with Integrated Real and Synthetic Data, Flexible Views, and Transformed Domains,IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025.

Two Students: Enabling Uncertainty Quantification in Federated Learning Clients

C. Iglesias Jr, S. A. de Outeiro, C. Miceli de Farias and M. Bolic, Two Students: Enabling Uncertainty Quantification in Federated Learning Clients, NeurIPS 2024 Workshop on Bayesian Decision-making and Uncertainty, 2024.

UAV Object Ttracking with Modular Architecture

N. Bowness, UAV Object Tracking with Modular Architecture, University of Ottawa, 2024.

DroneRanger: Vision-Driven Deep Learning for Drone Distance Estimation

H. Azad, V. Mehta, I. Mantegh and M. Bolic, DroneRanger: Vision-Driven Deep Learning for Drone Distance Estimation, 2024 International Conference on Unmanned Aircraft Systems (ICUAS), Chania - Crete, Greece, 2024, pp. 442-449, doi: 10.1109/ICUAS60882.2024.10557013.

An Intent Modeling and Inference Framework for Autonomous and Remotely Piloted Aerial Systems

Kaza, K, Mehta, V, Azad, H, Bolic, M, Mantegh, I. An Intent Modeling and Inference Framework for Autonomous and Remotely Piloted Aerial Systems. arXiv preprint arXiv:2409.08472, 2024.

How Not to Make the Joint Extended Kalman Filter Fail with Unstructured Mechanistic Models

Iglesias Jr, CF, Bolic, M. How Not to Make the Joint Extended Kalman Filter Fail with Unstructured Mechanistic Models. Sensors, 2024.

Object Semantics Give Us the Depth We Need: Multi-task Approach to Aerial Depth Completion

S. H. Gazani, F. Dadboud, M. Bolic, I. Mantegh and H. Najjaran, Object Semantics Give Us the Depth We Need: Multi-Task Approach to Aerial Depth Completion, 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Honolulu, Oahu, HI, USA, 2023, pp. 2565-2570, doi: 10.1109/SMC53992.2023.10393905.

Air-to-Air Simulated Drone Dataset for AI-powered problems

H. Azad, V. Mehta, F. Dadboud, M. Bolic and I. Mantegh, Air-to-Air Simulated Drone Dataset for AI-powered problems, 2023 IEEE/AIAA 42nd Digital Avionics Systems Conference (DASC), Barcelona, Spain, 2023, pp. 1-7, doi: 10.1109/DASC58513.2023.10311339.

An Attention based Complex-valued Convolutional Autoencoder for GEO SA-Bi SAR Ship Target Refocusing

M. Lian and M. Bolic, An Attention Based Complex-valued Convolutional Autoencoder for GEO SA-Bi SAR Ship Target Refocusing, 2023 IEEE Sensors Applications Symposium (SAS), Ottawa, ON, Canada, 2023, pp. 1-6, doi: 10.1109/SAS58821.2023.10254087.

Simulated Dataset for the Loaded vs. Unloaded UAV Classification Problem Using Deep Learning

H. Azad, V. Mehta, M. Bolic and I. Mantegh, Simulated Dataset for the Loaded vs. Unloaded UAV Classification Problem Using Deep Learning, 2023 IEEE Sensors Applications Symposium (SAS), Ottawa, ON, Canada, 2023, pp. 1-6, doi: 10.1109/SAS58821.2023.10254046.

Simulating the Effects of Melanin and Air Gap Depth on the Accuracy of Reflectance Pulse Oximeters

Bolic, M. Simulating the Effects of Melanin and Air Gap Depth on the Accuracy of Reflectance Pulse Oximeters. In Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2023) - Volume 1: BIODEVICES, pages 64-71 ISBN: 978-989-758-631-6; ISSN: 2184-4305.

Deep Reinforcement Learning solution for Scheduling critical notifications in a Digital Twin cluster

Vrbaski, M, Bolic, M, Majumdar, S. Deep Reinforcement Learning solution for Scheduling critical notifications in a Digital Twin cluster, 2023.

A Hybrid Framework for Object Distance Estimation using a Monocular Camera

Patel, V, Mehta, V, Bolic, M, Mantegh, I. A Hybrid Framework for Object Distance Estimation using a Monocular Camera. 2023 IEEE/AIAA 42nd Digital Avionics Systems Conference (DASC), 2023.

rAAV Manufacturing: The Challenges of Soft Sensing during Upstream Processing

Iglesias, CF, Ristovski, M, Bolic, M, Cuperlovic-Culf, M. rAAV Manufacturing: The Challenges of Soft Sensing during Upstream Processing. Bioengineering, 2023.

Pervasive Cardiovascular and Respiratory Monitoring Devices: Model-Based Design

Bolic, M. Pervasive Cardiovascular and Respiratory Monitoring Devices: Model-Based Design, 2023.

Monitoring Respiratory Motion during VMAT Treatment Delivery Using Ultra-Wideband Radar

Fallatah, A, Bolic, M, MacPherson, M, La Russa, DJ. Monitoring Respiratory Motion during VMAT Treatment Delivery Using Ultra-Wideband Radar. Sensors, 2022.

A real-time respiration monitoring and classification system using a depth camera and radars

He, S., Han, Z., Iglesias, C., Mehta, V. and Bolic, M., 2022. A real-time respiration monitoring and classification system using a depth camera and radars. Frontiers in Physiology, 13, p.799621.

Monitoring the Recombinant Adeno-Associated Virus Production using Extended Kalman Filter

Iglesias Jr, CF, Xu, X, Mehta, V, Akassou, M, Venereo-Sanchez, A, Belacel, N, Bolic, M. Monitoring the Recombinant Adeno-Associated Virus Production using Extended Kalman Filter. Processes, 2022.

Contactless Measurement of Vital Signs Using Thermal and RGB Cameras: A Study of COVID 19-Related Health Monitoring

Yang, F., He, S., Sadanand, S., Yusuf, A., Bolic, M.. Contactless Measurement of Vital Signs Using Thermal and RGB Cameras: A Study of COVID 19-Related Health Monitoring. Sensors, 2022.

Novel Cuffless Blood Pressure Estimation Method Using a Bayesian Hierarchical Model

S. He, H. R. Dajani and M. Bolic, Novel Cuffless Blood Pressure Estimation Method Using a Bayesian Hierarchical Model, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Mexico, 2021, pp. 898-901, doi: 10.1109/EMBC46164.2021.9629594.

A Q-Learning-Based Resource Allocation for Downlink Non-Orthogonal Multiple Access Systems Considering QoS

Zhai, Q., Bolic, M., Li, Y., Cheng, W., Liu, C.. A Q-Learning-Based Resource Allocation for Downlink Non-Orthogonal Multiple Access Systems Considering QoS. IEEE Access, 2021.

Identifying High Risk of Atherosclerosis Using Deep Learning and Ensemble Learning

Olhosseiny, H. H., Mirzaloo, M., Bolic, M., Dajani, H. R., Groza, V., Yoshida, M.. Identifying High Risk of Atherosclerosis Using Deep Learning and Ensemble Learning. 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2021.

Tracking and Classification of Drones and Birds at a Far Distance Using Radar Data

Mehta, V., Bolic, M., Mantegh, I., Vidal, C.. Tracking and Classification of Drones and Birds at a Far Distance Using Radar Data, 2021.

Handling Massive Proportion of Missing Labels in Multivariate Long-Term Time Series Forecasting

Iglesias, J. C., Mehta, V., Venereo-Sanchez, A., Xu, X., Robitaille, J., Voyer, R., others. Handling Massive Proportion of Missing Labels in Multivariate Long-Term Time Series Forecasting. Journal of Physics: Conference Series, 2090 012170,2021.

A Privacy-Preserving Approach to Extraction of Personal Information through Automatic Annotation and Federated Learning

Rajitha Hathurusinghe, Isar Nejadgholi, and Miodrag Bolic. 2021. A Privacy-Preserving Approach to Extraction of Personal Information through Automatic Annotation and Federated Learning. In Proceedings of the Third Workshop on Privacy in Natural Language Processing, pages 36–45, Association for Computational Linguistics.

Hybrid AI-enabled Method for UAS and Bird Detection and Classification

X. Zhang, V. Mehta, M. Bolic and I. Mantegh, Hybrid AI-enabled Method for UAS and Bird Detection and Classification, IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2020.

A joint localization assisted respiratory rate estimation using IR-UWB radars

S. He, V. Mehta and M. Bolic, "A Joint Localization Assisted Respiratory Rate Estimation using IR-UWB Radars," 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Montreal, QC, Canada, 2020, pp. 489-493, doi: 10.1109/EMBC44109.2020.9175754.

Continuous tracking of changes in systolic blood pressure using BCG and ECG

S. He, H. R. Dajani, R. D. Meade, G. P. Kenny and M. Bolic, Continuous Tracking of Changes in Systolic Blood Pressure using BCG and ECG, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019, pp. 6826-6829, doi: 10.1109/EMBC.2019.8856332

Detecting Cardiac Activity by Capacitive Electrodes from a Single Point on the Wrist

S. He, X. Li, I. Batkin, H. R. Dajani and M. Bolic, Detecting Cardiac Activity by Capacitive Electrodes from a Single Point on the Wrist, 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Honolulu, HI, USA, 2018, pp. 3809-3812, doi: 10.1109/EMBC.2018.8513339

Talks

Teaching

Teaching experience 2

Teaching experience 1

Service and leadership

• Currently signed in to 43 different slack teams