Phd Scholar
CurrentI have joined Murdoch Children's Research Institute (MCRI) as a PhD candidate in the Heart Research Group.
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Naveed Khan is listed as PHD Scholar at Murdoch Children's Research Institute (MCRI), based in Melbourne, Victoria, Australia. AeroLeads shows a matched LinkedIn profile for Naveed Khan.
Naveed Khan previously worked as Data Scientist at Upwork and Machine Learning Tutor at Preply. Naveed Khan holds Doctor Of Philosophy - Phd, Biomedical/Medical Engineering from University Of Melbourne.
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I am a PhD candidate in the Heart Research Group at the Murdoch Children’s Research Institute (Royal Children’s Hospital), specializing in cardiovascular modeling for cuffless blood pressure monitoring. My work spans advanced signal processing and machine learning, particularly deep learning to translate complex data into actionable clinical insights.With a strong foundation in electrical engineering and extensive hands on experience in Python, C++, TensorFlow, and PyTorch, I thrive at the intersection of theory and practical deployment. I’ve led and contributed to a diverse range of projects including EEG-based seizure detection, federated learning for medical imaging, predictive fault analysis in transformers and YOLO based object detection in aerial imagery. I’ve developed the skills to deploy scalable AI systems on edge devices using TensorRT, and NVIDIA Jetson TX2.I place a high value on building robust, reproducible pipelines and leveraging MLOps best practices, from Docker containerization to scalable deployments on Azure. My aim is to create production grade systems that can be confidently integrated into clinical workflows and beyond.Recognized with a Melbourne Research Scholarship, a University Gold Medal, and multiple certificates of excellence, I also serve as an educator and collaborator, fostering partnerships across academia and industry. My goal is to advance AI driven healthcare solutions that not only push the boundaries of research, but also deliver meaningful, lasting impact.
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Melbourne, Victoria, Australia
I have joined Murdoch Children's Research Institute (MCRI) as a PhD candidate in the Heart Research Group.
Developed scalable and production ready pipelines.Integrated TensorFlow models with Azure for deployment.
Peshawar, Khyber Pakhtunkhwa, Pakistan
Project: Predictive biomarkers for oral squamous cell carcinoma.Medical data extraction and signal analysis.Developed multimodal learning algorithms.
Islāmābād, Pakistan
Project: Non-contact predictive fault analysis in a transformer.Time series anomaly detection using magnetic flux.Built deep learning models for feature extraction.
Peshawar District, Khyber Pakhtunkhwa, Pakistan
Project: Object detection and tracking in aerial imagery.Low latency inference for object detection using YOLO.Edge deployment optimized for NVIDIA Jetson TX2.
Islāmābād, Pakistan
Machine learning for smart grid, potential researach areas. Report writing and presentation.
Thesis: Paediatric cardiovascular modelling for advanced cuffless blood pressure monitoring.
Activities and Societies: USPCAS-E Leadership SocietyThesis: Machine learning based non-contact fault detection and health monitoring.
Activities and Societies: IEEE Student ChapterFinal Year Project (FYP): Designing efficient measurement matrix for speech compressive.
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Naveed Khan works for Murdoch Children's Research Institute (MCRI).
Naveed Khan is listed as PHD Scholar at Murdoch Children's Research Institute (MCRI).
Naveed Khan is based in Melbourne, Victoria, Australia while working with Murdoch Children's Research Institute (MCRI).
Naveed Khan has worked for Murdoch Children'S Research Institute (Mcri), Upwork, Preply, National Center Of Artificial Intelligence (Ncai) Uet Peshawar, and Us Pakistan Center For Advanced Studies In Energy (Uspcas-E).
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Naveed Khan holds Doctor Of Philosophy - Phd, Biomedical/Medical Engineering from University Of Melbourne.
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