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Work Background
FreelanceFreelance Data Scientist (Available for contracts) | Python, Machine Learning and Automation
Mar. 2024As a freelance data scientist, I tackle various projects, leveraging my expertise in data analysis, machine learning, and software development to solve complex problems for clients across different industries. Technologies I can implement: ● Data Analysis and Visualization: Conducting detailed data analysis using Python and SQL to extract insights and deliver clear, actionable reports. Analyzed data and created visualizations that have facilitated hundreds of experiments.
● Machine Learning: Building and deploying machine learning models to predict trends, classify data, and optimize business processes.
● Automation and Scripting: Automating data collection, cleaning, and processing pipelines to save time and reduce errors. Developed algorithms to automate previously manual processes and scripts that saved hundreds of man-hours. Get in touch if you think I can help you!
ETH ZürichPostdoctoral Researcher in Three-Dimensional Imaging | Image Analysis, Software Engineering & Python
Apr. 2020 - Feb. 2024Zurich, Switzerland● Orchestrated 4 advanced imaging projects, designing, executing, and summarizing 20+ experiments; led a team to bring 2 projects to publication. ● Engineered a software suite reducing image processing and visualization time from days to minutes, improving efficiency and reliability, enhancing data analysis capabilities for 4+ projects.
● Revolutionized data pipelines for image analysis through automation, reducing image processing times by 99%.
● Executed in-depth statistical analyses on large-scale data sets (~5 TB); uncovered actionable insights facilitating project completion.
University of LeedsResearch Fellow in Nanomagnetism
Jul. 2019 - Mar. 2020Leeds, England, United Kingdom● Coordinated the integration and commissioning of a high-tech research instrument within 6 months, introducing 7 new techniques and supporting 5 research teams.
● Published 2 papers and presented at prestigious conferences, enhancing academic recognition, and fostering collaboration.
University of LeedsPHD Student in Condensed Matter Physics | Research & Development & Software Engineering
Oct. 2015 - Jul. 2019Leeds, England, United Kingdom● Orchestrated cross-institutional collaboration among 3 universities, resulting in an academic publication.
● Conceptualized and executed 4 research projects, uncovering novel insights resulting in 2 peer-reviewed publications.
● Constructed advanced mathematical models for data interpretation, solving a problem active in the community for 60+ years.
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