プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

Dr. Ronen K.に依頼

Australia

Ph.D Physics | Senior Data Scientist | Machine Learning & Signal Processing | Neurotech & Biomedical Innovati EEG, BCI

プロフィール概要

I am a multidisciplinary scientist and data professional with a Ph.D. in Physics from the Weizmann Institute of Science and postdoctoral research fellow at Harvard University. Over the past decade, I have bridged the worlds of physics, biology, computer science, and engineering, developing advanced computational models, biomedical signal processing algorithms, and AI-driven solutions. My expertise spans brain-computer interfaces (EEG/biomedical signals), machine learning and deep learning (Python, TensorFlow, scikit-learn), statistical modeling, and image analysis. I have extensive experience designing and delivering end-to-end research and data pipelines—from experimental setup and data acquisition to algorithm development, validation, and deployment. I have worked across academia and industry (including Medtronic, Arctop, and Real Imaging), contributing to projects involving biomedical signal processing, computational neuroscience, neurotech applications, clinical data modeling, and predictive analytics. I specialize in transforming complex datasets into actionable insights, and in building robust, interpretable models for healthcare, neuroscience, and engineering applications. I offer expertise in: Biomedical signal processing (EEG, biosensors, physiological data) Machine learning & deep learning (classification, prediction, feature extraction) Computational and statistical modeling Image processing & computer vision (microscopy, biomedical imaging) Experimental system design and data integration I am passionate about applying advanced data science and AI techniques to solve challenging problems in biomed, neuroscience, and biotech, and enjoy working with collaborators from diverse disciplines to bring ideas to impact. If you are looking for someone who can combine scientific rigor with practical data-driven solutions, I can support you with algorithm development, data analysis, model building, and technical consultation.

専門分野

• ☆ Computational Biology
• ☆ Mathematical Biology
• ☆ Neuroscience
• ☆ Neurophysiology
• ☆ Behavioral Neuroscience
• ☆ Computational Neuroscience
• ☆ Systems Neuroscience
• ☆ Biophysics
• ☆ Biotechnology & Bioengineering
• ☆ Biomedical Engineering
• ☆ Microscopy
• ☆ Light Microscopy
• ☆ Fluorescence Microscopy
• ☆ Electrical Engineering
• ☆ Signal Processing
• ☆ Biological Engineering
• ☆ Engineering Physics
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Algorithm Design
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Data Collection
• ☆ Machine Learning
• ☆ Data Cleaning
• ☆ Pattern Recognition
• ☆ Deep Learning
• ☆ Microfluidics
• ☆ Applied Mathematics
• ☆ Mathematical Models
• ☆ Mathematical Physics
• ☆ Mathematical Wavelets
• ☆ Optics
• ☆ Lasers & Photonics
• ☆ Optical Engineering
• ☆ Biosensors
• ☆ Python
• ☆ Matlab
• ☆ SQL
• ☆ Tensorflow
• ☆ LaTex
• ☆ Scikit-learn
• ☆ Medical Devices
• ☆ Medical Device Development
• ☆ Medical Device Validation
• ☆ Wearable Technology
• ☆ Biomarker Analysis
• ☆ Lab-on-a-Chip Devices
• ☆ Medical Imaging/Radiology
• ☆ Fluoroscopy
• ☆ Medical Sciences
• ☆ Neuroradiology

サービス

• Writing
• Research
• Data & AI

Writing Clinical Trial Documentation, Technical Writing

Research Feasibility Study, Technology Scouting

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

職務経験

Senior Data Scientist

arctop

3月 2023 - 6月 2024

Senior Data Scientist

Medtronic

9月 2021 - 9月 2022

Senior Data Scientist

arctop

8月 2017 - 6月 2021

Algorithms and R&D

Real Imaging

3月 2015 - 6月 2017

Postdoctoral Researcher

Harvard University

8月 2010 - 6月 2014

学歴

MSc - Physics

the hebrew university in jerusalem

10月 1999 - 10月 2021

Ph.D. (Physics)

The Weizmann Ins of science

8月 2002 - 10月 2007

BS Math and Physics

the hebrew university in jerusalem

10月 1994 - 10月 1997

認定資格

• 認定資格の詳細は未入力です。