Ehsan Amin
@ehsanamin
Dynamic data scientist with expertise in advanced analytics and machine learning.
What I'm looking for
I am a dynamic and results-driven data scientist with a robust analytical and theoretical foundation. My dedication to addressing complex challenges is evident through my proactive engagement in various projects. With extensive industry experience in data anonymization, protection, and advanced analytics, I have developed a profound expertise in the life sciences sector.
Throughout my career, I have demonstrated proficiency in mathematical modeling, software development, and applied machine learning, culminating in a prolific record of over 30 peer-reviewed publications. My key accomplishments include implementing and optimizing LLM/RAG prototypes for chatbots at xValue GmbH and leading the development of software for data anonymization and privacy compliance. I am passionate about leveraging my skills to drive impactful research and innovation.
Experience
Work history, roles, and key accomplishments
Data Scientist
xValue GmbH
Jul 2024 - Present (10 months)
As a Data Scientist at xValue GmbH, I conduct real-world data analysis and disease population estimation using electronic health records. I implement statistical disclosure control techniques and lead agile project management initiatives to enhance team productivity while developing software solutions for data anonymization and compliance with privacy regulations.
Application Scientist
MappingLab
Sep 2022 - Mar 2024 (1 year 6 months)
In my role as an Application Scientist at MappingLab, I analyzed optical mapping data to derive insights for clients and developed software tools for data analysis and visualization. I optimized algorithms for data processing efficiency and provided customer support to ensure client satisfaction.
Postdoctoral Researcher
Universitätsklinikum
Jun 2017 - Feb 2024 (6 years 8 months)
As a Postdoctoral Researcher at Universitätsklinikum, I conceptualized and established an optical mapping system, conducted mathematical modeling of cardiac and neural systems, and developed data analysis packages for signal processing and biological data analysis.
Research Assistant
Universitätsklinikum
Mar 2012 - May 2017 (5 years 2 months)
During my tenure as a Research Assistant at Universitätsklinikum, I focused on bioinformatics and protein biochemistry, performing sequence and structure analysis of GTPases, gene ontology, and simulation of cellular signaling pathways.
Education
Degrees, certifications, and relevant coursework
Heinrich Heine University
Ph.D., Biophysics
2012 - 2016
Completed a Ph.D. in Biophysics, focusing on advanced research methodologies and applications in the life sciences sector.
University of Virginia
Visiting Scholar, Biophysics
2015 - 2015
Participated as a visiting scholar, engaging in collaborative research and academic activities in the field of biophysics.
Tehran University
M.Sc., Biophysics
2007 - 2009
Earned a Master of Science in Biophysics, focusing on the intersection of biology and physics to solve complex biological problems.
Isfahan University
B.Sc., Physics
2002 - 2006
Obtained a Bachelor of Science in Physics, providing a solid foundation in the principles of physics and analytical thinking.
Availability
Location
Authorized to work in
Job categories
Interested in hiring Ehsan?
You can contact Ehsan and 50k+ other talented remote workers on Himalayas.
Message EhsanFind your dream job
Sign up now and join over 85,000 remote workers who receive personalized job alerts, curated job matches, and more for free!
