Germany • Research and development of Machine Learning models for preprocessing, feature selection and classi cation of DNA Mi- croarray Gene Expression data, and Metabolomics data. • Development, testing, documentation and maintenance of anal- ysis software for comparative Gene Expression Analysis, and Biomarker Discovery. • Develop and debug in Python/C++ environments. • Fast analysis of Microarray Data by mean of High-Performance Computing. • Achieved 10% classi cation accuracy improvement versus state-of-the-art bioinformatics algorithm for Drug Discovery. • Work on peer-reviewed scienti c articles.

Germany • Design and implementation of Machine Learning algorithms for advanced statistics and predictive modeling on Life Science data. • Unsupervised anomaly detection, multivariate analysis, and stable isotope signature detection in biological samples. • Bayesian modelling of risk-based microbiological criteria. • Maintain and manage company's MS SQL server. • Architect and implement analytics and visualisation compo- nents for interactive analysis, integrating GUIs JavaScript/HTML into Jupyter Notebooks. • Linux server admin.

Germany • Automation of data ETL process and pipelines. • Quantitative user behaviour data analysis, and geospatial data visualisation. • Use of software container platform, such as Docker, and Cloud Computing Service, such as Amazon Web Services, to host Jupyter-developed dashboards as standalone web app. EXPERIENCE Research Scientist Helmholtz Zentrum

Berlin, Germany • Improvement of user experience through web research and relevant database content creation. • Improvement of platform growth and user activity through ad- vanced data research and analysis. Student Research Assistant Helmholtz Zentrum