Ehsan Amin

Ehsan Amin

Data Scientist
Germany
German, Persian (Farsi), English

About Me

Dynamic and results-driven data scientist with a robust analytical and theoretical foundation, dedicated to addressing complex challenges through proactive engagement. Possesses extensive industry experience in data anon…

Experience

Data Scientist

xValue GmbH, Ratingen, Germany
Mar 2024 - Present · 2 years 7 months

<p>Conducting real-world data analysis and diseased population estimation using electronic health records (EHRs)<br>
Implementing statistical disclosure control techniques utilizing the sdcMicro package<br>
Leading agile project management initiatives to enhance ream productivity<br>
Developing software solutions for data anonymization and ensuring compliance with privacy regulations<br>
Prototyping lager language models (LLM/RAGs) for chatbots</p>

Data Scientist

xValue GmbH
Mar 2024 - Present · 2 years 8 months

Conducting real-world data analysis and diseased population estimation using electronic health records (EHRs), Implementing statistical disclosure control techniques utilizing the sdcMicro package, Leading agile project management initiatives to enhance team productivity, Developing software solutions for data anonymization and ensuring compliance with privacy regulations, Prototyping larger language models (LLM/RAGs) for chatbots

Application Scientist (Remote, Freelancing)

MappingLab, Manchester, UK
Sep 2022 - Mar 2024 · 1 year 6 months

<p>Analyzed optical mapping data to derive meaningful insights for clients<br>
Developed software tools for data analysis and visualization, improving user experience<br>
Optimized algorithms to enhance data processing efficiency<br>
Provided customer support and technical assistance to ensure client satisfaction</p>

Application Scientist (Remote, Freelancing)

MappingLab
Sep 2022 - Mar 2024 · 1 year 5 months

Analyzed optical mapping data to derive meaningful insights for clients, Developed software tools for data analysis and visualization, improving user experience, Optimized algorithms to enhance data processing efficiency, Provided customer support and technical assistance to ensure client satisfaction

Postdoctoral researcher / Data acquisition and Analysis

Universitätsklinikum, Düsseldorf, Germany
Jun 2017 - Feb 2024 · 6 years 8 months

<p>Conceptualized and established an optical mapping system from scratch, leading to experimental optimization<br>
Conducted mathematical modeling of cardiac and neural systems to advance research outcomes<br>
Developed data analysis packages for signal processing and biological data analysis</p>

Postdoctoral researcher / Data acquisition and Analysis

Universitätsklinikum
Jun 2017 - Feb 2024 · 6 years 8 months

Conceptualized and established an optical mapping system from scratch, leading to experimental optimization, Conducted mathematical modeling of cardiac and neural systems to advance research outcomes, Developed data analysis packages for signal processing and biological data analysis

Research Assistant /Bioinformatics and Protein Biochemistry

Universitätsklinikum, Düsseldorf, Germany
Mar 2012 - May 2017 · 5 years 2 months

<p>Sequence and structure analysis of GTPases<br>
Gene ontology and function prediction<br>
Simulation of cellular signaling pathways<br>
Executed recombinant expression and purification of GTPases and their regulations and effectors</p>

Skills

MATLAB Python Structured Query Language (SQL) Azure Amazon Web Services (AWS) CI/CD Machine Learning R Programming Language (R) Statistical Analysis Data Anonymization Bioinformatics Mathematical Modeling Signal Processing Software Development Project Management Customer Support Git PyMOL Good Manufacturing Practices (GMP) GDPR HIPAA
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