Ehsan (Dr.) Amin-Clinical Data Scientist
Check rate
Experience
Clinical Data Scientist
Freelance
- Conduct data management and statistical analysis for clinical studies on behalf of CROs.
- Guest lecturer at Ivancity University, Paris, specializing in data anonymization techniques and statistical disclosure control.
- Provide scientific and medical writing services for pharmaceutical companies.
- Perform optical mapping data analysis and develop software tools with a focus on algorithm optimization and technical support.
Data Scientist
xValue GmbH
- Perform Statistical Disclosure Control and re-identification risk assessment using sdcMicro.
- Conduct research on synthetic data generation and evaluation of privacy metrics.
- Develop Python-based software tools for data anonymization and GDPR regulatory compliance.
- Analyze clinical datasets using descriptive and comparative statistical methods.
- Model population estimates and predictive outcomes using Real-World Data (RWD).
Senior Scientist / Postdoc
Universitätsklinikum Düsseldorf
- Design, implementation, and management of multidisciplinary research projects (cardiology, neurology, oncology).
- Development of an optical mapping system from scratch through experimental optimization, data acquisition, and analysis.
- Mathematical modeling of cardiac and neural systems.
- Signal processing and analysis of biological data (development of data analysis packages).
- Statistical analysis of clinical data.
Postdoc / Bioinformatics
Universitätsklinikum Heidelberg
- Prediction of novel peptide functions.
- Analysis of Ribo-Seq data.
Research Assistant / Protein Biochemistry
Universitätsklinikum Düsseldorf
- Recombinant expression (in insect cells and E. coli) and purification of GTPase proteins as well as their regulators and effectors.
- Functional and structural characterization of GTPases.
- GTPase signaling pathways in primary human endothelial cells.
- Analysis of GTPase complex structures and structure-sequence-function relationships.
Industry experience
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Experienced in Healthcare, Biotechnology, and Pharmaceutical.
Business area experience
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Experienced in Research and Development, Product Development, Project Management, and Information Technology.
Summary
Experienced Data Scientist with a strong background in clinical data analysis, medical research, and scientific writing. Holding a PhD in Biochemistry and a solid publication record (see publications), I combine deep medical insight with practical analytical expertise.
My focus areas include statistical analysis of clinical studies and assessing re-identification risk to support regulatory compliance.
Skills
- Clinical Data: Cdisc Standards (Sdtm, Adam), Crf Management, Tlf Generation, Sap Development For Clinical Studies, Data Management (Magana Trial Manager, Redcap).
- Data Science & Statistics: Data Exploration, Visualization, And Statistical Analysis (Descriptive, Comparative, Predictive), Statistical Disclosure Control, Re-Identification Risk Assessment (Sdcmicro), Synthetic Data Generation, Gdpr-Compliant Anonymisation Workflows.
- Programming & Software Development: 15+ Years Of Coding Experience In Python, R, C, Sql, Java, And Matlab, Version Control With Git, Agile Methodologies, Development Of Privacy And Compliance Tools.
- Machine Learning: Predictive Modeling, Classification Algorithms, Llm/Rag Prototyping, Initial Experience With Cloud-Based Deployment (E.G., Aws).
- Bioinformatics: Protein Structure Analysis, Molecular Docking, Protein Function Prediction, Homology Modeling, Systems Biology, Function-Structure-Sequence Analysis, Gene Ontology, Galaxy.
- Mathematical Modeling: Protein Signaling Networks, Cardiac Electrophysiology (Opencarp), Single Ion Channels, Synaptic Dynamics, Pk/Pd Modeling.
- Scientific/Medical Writing: Preparation Of Publications, Clinical Reports, And Presentations, Translation And Adaptation Of Medical Texts (English–German) For Regulatory And Scientific Audiences.
- Experimental Skills: Protein Biochemistry, Molecular Cloning Techniques, Expression And Purification Methods, Biochemical And Biophysical Characterization, Electron Microscopy, Enzyme Kinetics Assays, Cell Biology, Immunocytochemistry, Immunoprecipitation, Fluorescence Microscopy, Physiology (Optical Mapping, Immunohistochemistry, In Situ Hybridization).
- Regulations: Knowledge And Compliance With Good Manufacturing Practices (Gmp), Proficient In Data Protection Regulations (Gdpr, Hipaa).
- Professional Skills: Client Support And Relationship Management, Device Safety And Maintenance, Certified Laser Safety Officer, Organizational And Project Management Skills, Self-Directed Learning, Proactive Problem-Solving.
Languages
Education
University of Virginia
Visiting scholar · Charlottesville, United States
Heinrich Heine University
Ph.D., Biochemistry · Biochemistry · Düsseldorf, Germany
Tehran University
M.Sc., Biophysics · Biophysics · Tehran, Iran, Islamic Republic of
Certifications & licenses
European Association Of Medical Writers (EMWA)
Member Of The European Society For Cardiac Cellular Electrophysiology (EWGCCE)
GMP/GLP Certificate
Software Developer
OpenCarp
Statistics
Experience
Global experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Ehsan is based in Kaarst, Germany.
Ehsan speaks the following languages: Persian (Native), German (Advanced), English (Advanced).
Ehsan has at least 15 years of experience. During this time, Ehsan has worked in at least 5 different roles and for 4 different companies. The average length of individual experience is 3 years and 11 months. Note that Ehsan may not have shared all experience and actually has more experience.
Based on recent experience, Ehsan would be well-suited for roles such as: Clinical Data Scientist, Data Scientist, Senior Scientist / Postdoc.
Ehsan's most recent position is Clinical Data Scientist at Freelance.
In recent years, Ehsan has worked for Freelance, xValue GmbH, and Universitätsklinikum Düsseldorf.
Ehsan is most experienced in industries like Healthcare, Biotechnology, and Pharmaceutical.
Ehsan is most experienced in business areas like Research and Development, Product Development, and Project Management. Ehsan also has some experience in Information Technology.
Ehsan has recently worked in industries like Healthcare, Pharmaceutical, and Biotechnology.
Ehsan has recently worked in business areas like Research and Development, Product Development, and Project Management.
Ehsan holds a Doctorate in Biochemistry from Heinrich Heine University, a Master in Biophysics from Tehran University, a Bachelor from University of Virginia and a Bachelor in Physics from Isfahan University.
Ehsan has 4 certificates. Among them, these include: European Association Of Medical Writers (EMWA), Member Of The European Society For Cardiac Cellular Electrophysiology (EWGCCE), and GMP/GLP Certificate.
The availability of Ehsan needs to be confirmed.
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Calculated based on our freelancers’ daily rates as of 7 Sep 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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