プロフィール詳細

プロジェクトを作成

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Iran Chamika Kumarananda W.に依頼

Australia

Medical Radiation Physicist | Monte Carlo Simulations & Dosimetry | AI/ML for Medical Imaging | Scientific Computing

プロフィール概要

I am a Medical Radiation Physicist with expertise in Monte Carlo simulations, radiation dosimetry, medical imaging physics, and AI/ML-driven data analysis. I help pharmaceutical, medical device, and research organisations solve complex problems at the intersection of physics, computing, and healthcare. Core competencies: Radiation dosimetry and Monte Carlo modelling — Geant4 and TOPAS simulations for dose estimation, radiation transport, shielding design, and targeted radionuclide therapy optimisation. My Master's thesis involved cellular-scale microdosimetry and biokinetic modelling for Pb-212 targeted alpha therapy (TAT), combining Geant4 Monte Carlo with multi-compartment pharmacokinetic models. Medical imaging and AI — Development of machine learning pipelines for medical image segmentation, classification, and analysis using PyTorch, TensorFlow, and MONAI across CT, MRI, PET/SPECT, and mammography modalities. Scientific computing and data analysis — Python and MATLAB pipelines for research data processing, statistical modelling, signal analysis, and automated reporting. Experienced in translating complex datasets into actionable insights and publication-ready outputs. Technical and scientific writing — Research manuscripts, technical reports, regulatory documentation, and grant support grounded in radiation physics and medical device contexts. I hold a Master of Medical Radiation Physics (MMRP) from the University of Adelaide (ACPSEM-accredited program), with additional clinical experience in medicine and current industry experience in pharmaceutical manufacturing under GMP. I combine rigorous scientific training with practical computational skills to deliver accurate, well-documented, and reproducible results. Available for consulting, data analysis, simulation, and writing projects worldwide.

専門分野

• ★ Applied Physics
• ☆ Biophysics
• ☆ Automation
• ☆ Data Analysis
• ☆ Statistics
• ☆ Statistical Mechanics
• ☆ Particle Physics
• ☆ X-Ray Technology
• ☆ Python
• ☆ SPSS
• ☆ Matlab
• ☆ Excel
• ☆ Tensorflow
• ☆ LaTex
• ☆ Scikit-learn
• ☆ Medical Imaging/Radiology
• ☆ Nuclear Medicine
• ☆ Oncology
• ☆ Radiation Therapy
• ☆ Magnetic Resonance Imaging (MRI)

サービス

• Writing
• Research
• Data & AI

Writing Clinical Trial Documentation, Medical Writing, Non-Medical Regulatory Writing, Technical Writing

Research Meta-Research

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics

職務経験

Founder & Producer

@PhysicsOfMedicine

1月 2025 - 現在

Physics tutor

University of Colombo

1月 2018 - 1月 2022

Graduate Teaching & Research Assistant

University of Colombo, Sri Lanka

1月 2018 - 1月 2022

Physics tutor

University of Sri Jayewardenepura

11月 2016 - 12月 2016

学歴

Master of Medical Radiation Physics

University of Adelaide

2月 2022 - 現在

Bachelor of Science (Special Degree) in Physics

University of Sri Jayewardenepura

3月 2013 - 11月 2016

認定資格

• 認定資格の詳細は未入力です。