Ehsan Amin - Clinical Data Scientist

Q: Where is Ehsan based?

Ehsan is based in Kaarst, Germany .

Q: What languages does Ehsan speak?

Ehsan speaks the following languages: Persian (Native), German (Advanced), English (Advanced) .

Q: How many years of experience does Ehsan have?

Ehsan has at least 14 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 9 months . Note that Ehsan may not have shared all experience and actually has more experience.

Q: What is Ehsan's latest experience?

Ehsan's most recent position is Clinical Data Scientist at Freelance .

Q: What companies has Ehsan worked for in recent years?

In recent years, Ehsan has worked for Freelance , xValue GmbH , and Universitätsklinikum Düsseldorf .

Q: Which industries is Ehsan most experienced in?

Ehsan is most experienced in industries like Healthcare , Biotechnology , and Pharmaceutical .

Q: Which business areas is Ehsan most experienced in?

Ehsan is most experienced in business areas like Research and Development (R&D) , Product Development , and Project Management . Ehsan also has some experience in Information Technology (IT) .

Q: Which industries has Ehsan worked in recently?

Ehsan has recently worked in industries like Healthcare , Pharmaceutical , and Biotechnology .

Q: Which business areas has Ehsan worked in recently?

Ehsan has recently worked in business areas like Research and Development (R&D) , Product Development , and Project Management .

Recommended expert

Kaarst, Germany

Experience

Jun 2025 - Present

9 months

Düsseldorf, Germany

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.

Mar 2024 - May 2025

1 year 3 months

Ratingen, Germany

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).

Jul 2017 - Feb 2024

6 years 8 months

Düsseldorf, Germany

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.

Jan 2017 - Jun 2017

6 months

Heidelberg, Germany

Postdoc / Bioinformatics

Universitätsklinikum Heidelberg

Prediction of novel peptide functions.
Analysis of Ribo-Seq data.

Mar 2012 - Dec 2016

4 years 10 months

Düsseldorf, Germany

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.

Industries Experience

See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.

Experienced in Healthcare (8.5 years), Biotechnology (5.5 years), and Pharmaceutical (2 years).

Healthcare

Biotechnology

Pharmaceutical

Business Areas Experience

The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.

Experienced in Research and Development (14 years), Product Development (6.5 years), Project Management (6.5 years), and Information Technology (2 years).

Research and Development

Product Development

Project Management

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

Persian

Native

German

Advanced

English

Advanced

Education

Jan 2015 - Jun 2015

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

...and 1 more

Certifications & licenses

European Association Of Medical Writers (EMWA)

Member Of The European Society For Cardiac Cellular Electrophysiology (EWGCCE)

GMP/GLP Certificate

Software Developer

OpenCarp

Profile

Created

November 2025

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Ehsan based?

Ehsan is based in Kaarst, Germany.

What languages does Ehsan speak?

Ehsan speaks the following languages: Persian (Native), German (Advanced), English (Advanced).

How many years of experience does Ehsan have?

Ehsan has at least 14 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 9 months. Note that Ehsan may not have shared all experience and actually has more experience.

What roles would Ehsan be best suited for?

Based on recent experience, Ehsan would be well-suited for roles such as: Clinical Data Scientist, Data Scientist, Senior Scientist / Postdoc.

What is Ehsan's latest experience?

Ehsan's most recent position is Clinical Data Scientist at Freelance.

What companies has Ehsan worked for in recent years?

In recent years, Ehsan has worked for Freelance, xValue GmbH, and Universitätsklinikum Düsseldorf.

Which industries is Ehsan most experienced in?

Ehsan is most experienced in industries like Healthcare, Biotechnology, and Pharmaceutical.

Which business areas is Ehsan most experienced in?

Ehsan is most experienced in business areas like Research and Development (R&D), Product Development, and Project Management. Ehsan also has some experience in Information Technology (IT).

Which industries has Ehsan worked in recently?

Ehsan has recently worked in industries like Healthcare, Pharmaceutical, and Biotechnology.

Which business areas has Ehsan worked in recently?

Ehsan has recently worked in business areas like Research and Development (R&D), Product Development, and Project Management.

What is Ehsan's education?

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.

Does Ehsan have any certificates?

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.

What is the availability of Ehsan?

Ehsan is immediately available part-time for suitable projects.

What is the rate of Ehsan?

Ehsan's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.