プロフィール詳細

プロジェクトを作成

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Dr. Dale K.に依頼

United Kingdom

Biomedical Engineer | Multiphysics Modelling, Physiological Simulation & Data Analysis

プロフィール概要

I am a biomedical engineer and research officer with over seven years of experience spanning multiphysics modelling, physiological simulation, and biomedical data analysis. My work focuses on developing robust computational and analytical tools to support healthcare research and medical device development, with an emphasis on interpretability and clinical relevance. I completed a PhD at Swansea University, where I developed an open-source computational framework for thermal medical device research, coupling electromagnetic and bioheat physics using high-order finite element methods. This involved formulating and implementing coupled multiphysics models in Python, building intuitive user interfaces for device design workflows, and supporting simulation development with laboratory experimentation and measurement. This work provided a strong foundation in scientific computing, numerical modelling, and end-to-end research workflows. Following my PhD, my work expanded into physiological modelling and biomedical signal analysis. As a research assistant and research officer, I have worked on cardiovascular modelling during pregnancy, wearable-sensor and Doppler ultrasound data processing, and clinical data integration. This has included developing MATLAB and Python models of physiological systems, implementing signal quality metrics and feature extraction pipelines, building automated image-segmentation tools, and designing structured SQL databases to support large, integrated clinical datasets and analysis workflows. I have also applied machine-learning classification methods to explore patterns and trends in biomedical signals. Across these projects, I work comfortably with Python, MATLAB, SQL, and Git-based collaborative workflows, and I am experienced in translating complex technical results into clear, clinically meaningful insights. I regularly collaborate with clinicians and interdisciplinary teams, shaping analyses around real experimental and healthcare constraints rather than purely theoretical models. I am particularly interested in projects involving biomedical modelling and simulation, physiological data analysis, medical device R&D, and the development of robust, well-structured computational pipelines. I bring a strong combination of mathematical modelling, hands-on data work, and applied research experience to interdisciplinary projects.

専門分野

• ★ Computer Simulation/Computational Modeling
• ☆ Computational Biology
• ☆ Electrical Engineering
• ☆ Signal Processing
• ☆ Microwave Engineering
• ☆ Computer-Aided Engineering
• ☆ Computational Fluid Dynamics
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Algorithm Design
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Natural Language Processing
• ☆ Artificial Intelligence
• ☆ Computational Physics
• ☆ Python
• ☆ Matlab
• ☆ Clinical Trials
• ☆ Clinical Trials Data Analysis

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing

Research Feasibility Study, Technology Scouting, Fact Checking, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Image Processing, Image Analysis, Data Visualization, Big Data Analytics, Data Cleaning, Data Processing, Data Insights

Product Development Product Evaluation, Product Validation, Concept Development, Prototyping, Reverse Engineering

職務経験

Research Officer/Senior Research Officer

Swansea University

3月 2025 - 10月 2025

Postdoctoral Research Assistant

Swansea University

9月 2022 - 3月 2025

学歴

PhD (Mechanical Engineering)

Swansea University

10月 2018 - 6月 2025

BEng in Biomedical Engineering

Swansea University

9月 2015 - 9月 2018

認定資格

• 認定資格の詳細は未入力です。

出版物

DISSERTATION THESIS

(2025). Transient Computational Analysis to Aid Microwave Ablation Device Design for Liver Tissue .

JOURNAL ARTICLE

Dale Kernot, Jimmy Yang, Nicholas Williams, Tudor Thomas, Paul Ledger, Hari Arora, Raoul van Loon (2023). Transient changes during microwave ablation simulation : a comparative shape analysis . Biomechanics and Modeling in Mechanobiology.