JAMAL ESMAELPOOR
Melbourne,VIC
Summary
Data Scientist with a PhD in Biomedical Engineering and Master’s degrees in Electronics. Over 15 years of applied research experience in signal processing, machine learning, and data analysis across healthcare, biomedical, and engineering domains. Proven ability to design predictive models, develop advanced analytics pipelines, and extract actionable insights from complex datasets. Skilled at adapting academic innovation to real-world industry challenges.
Overview
20
20
years of professional experience
Work History
Data Scientist
Bionics Institute
01.2025 - Current
- Designed algorithms to process wearable sensor data for upper limb motor assessment.
- Developed metrics to track disease progression, enabling objective, reproducible clinical measurements.
- Cerebellar Ataxia Project
Data Scientist
Bionics Institute
01.2025 - Current
- Built fNIRS-based signal processing and ML pipelines to detect and classify infant brain responses to auditory stimuli.
- Increased classification accuracy of sound detection vs discrimination phases by >20% through optimised preprocessing and model tuning.
- EarGenie Infant Hearing Assessment
Data Scientist
Bionics Institute
01.2023 - Current
- Applied graph-based neural networks and network analysis to identify brain connectivity biomarkers for tinnitus.
- Differentiated tinnitus subtypes via asymmetry and interhemispheric connectivity patterns, informing personalised treatment strategies.
- Objective Tinnitus Assessment
PhD Research
University of Melbourne / Bionics Institute
01.2021 - 01.2025
- Developed predictive models using resting-state and task-based fNIRS data to forecast speech understanding after implantation.
- Designed multilayer dynamic connectivity metrics linked to patient outcomes, validated in longitudinal studies.
- Predicting Cochlear Implant Outcomes
Applied Engineer
Ortho Biomed Inc.
01.2020 - 01.2022
- Co-developed portable patient monitoring device integrating multi-sensor data (PPG, ECG, SpO2).
- Designed and validated deep learning models for continuous, cuffless blood pressure estimation.
Lecturer
Azad University
01.2006 - 01.2022
- Delivered undergraduate courses in signal processing, electronics, and programming.
- Supervised 40+ student research projects in applied engineering.
Research Assistant
Islamic Azad University of Tehran South
03.2005 - 06.2007
- Designed wavelet-transform and ANN-based method for detecting ferroresonance in electrical distribution networks.
Algorithm Developer
Danesh Gostar Zamin Co.
08.2005 - 05.2006
- Developed algorithm to analyse Lugeon test behaviour in low-permeable rocks, supporting optimisation of grouting programs.
Education
PhD - Biomedical Engineering
University of Melbourne
01.2025
MSc - Biomedical Engineering
Amirkabir University of Technology
01.2020
MSc - Electrical Engineering (Electronics)
Guilan University
01.2005
BSc - Electrical Engineering
Sahand University of Technology
01.2002
Skills
- Data Science & Machine Learning: Python, MATLAB, PyTorch, TensorFlow, scikit-learn, deep learning, CNNs, GNNs, LSTM, Transfer Learnig
- Signal & Image Processing: fNIRS, ECG, PPG, time–frequency analysis
- Data Handling & Analytics: Data cleaning, feature engineering, statistical modelling
- Domain Expertise: Biomedical devices, hearing research, medical imaging, geotechnical data, electrical networks
- Other Tools: Google Colab, Git, Linux, LaTeX
Languages
English
Full Professional
Kurdish
Native or Bilingual
Persian
Native or Bilingual
Timeline
Data Scientist
Bionics Institute
01.2025 - Current
Data Scientist
Bionics Institute
01.2025 - Current
Data Scientist
Bionics Institute
01.2023 - Current
PhD Research
University of Melbourne / Bionics Institute
01.2021 - 01.2025
Applied Engineer
Ortho Biomed Inc.
01.2020 - 01.2022
Lecturer
Azad University
01.2006 - 01.2022
Algorithm Developer
Danesh Gostar Zamin Co.
08.2005 - 05.2006
Research Assistant
Islamic Azad University of Tehran South
03.2005 - 06.2007
MSc - Biomedical Engineering
Amirkabir University of Technology
MSc - Electrical Engineering (Electronics)
Guilan University
BSc - Electrical Engineering
Sahand University of Technology
PhD - Biomedical Engineering
University of Melbourne
Selected Publications
- Esmaelpoor, J. et al. Cross-modal functional plasticity after cochlear implantation, Cerebral Cortex, 2025.
- Esmaelpoor, J. et al. Resting-state functional connectivity predicts cochlear-implant speech outcomes, Ear and Hearing, 2025.
- Esmaelpoor, J., Moradi, M. H., Kadkhodamohammadi, A. A multistage deep neural network model for blood pressure estimation using photoplethysmogram signals, Computers in Biology and Medicine, 2020.
- Mokryani, G., Haghifam, M.-R., Esmaelpoor, J. Identification of ferroresonance based on wavelet transform and ANN, European Transactions on Electrical Power, 2009.
Awards
Harold Mitchell Travel Fellowship, University of Melbourne (2024), University of Melbourne Research Scholarship (2021), Top Student, MSc Electrical Engineering (2005)
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