alessandro .
- Berlin, Germany
- **** **** ****
- 4 Jahre Erfahrung
- ASAP
- Senior
Data Scientist and Machine Learning Engineer with experience in Scientific Computing and Software Development.
Bildung
M
Master Degree (M.Sc.) in Physics
Freie Universität Berlin, Master's Degree 2012
Arbeit & Erfahrung
O
Data Scientist Freelancer
OakLabs Jun'2020 - May'2021
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.
L
Data Scientist
Life Science Jul'2017 - Jun'2018
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.
D
Data Science Intern
Daily Ride Oct'2016 - May'2017
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
S
Scienti c Data Manager
Scienti c research Dec'2015 - Jul'2016
R
Student Research Assistant
ResearchGate Aug'2015 - Dec'2015
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
Berufliche Fähigkeiten
Language
- Python 4 Jahr(s)
- Python 4 Jahr(s)
- HTML 0 Jahr(s)
- Javascript 0 Jahr(s)
- C++ 0 Jahr(s)
- CSS 0 Jahr(s)
Framework
- Scikit learn 3 Jahr(s)
- Tensorflow 2 Jahr(s)
- Scikit learn 3 Jahr(s)
- Tensorflow 2 Jahr(s)
- Apache 0 Jahr(s)
- Docker 0 Jahr(s)
API
- Keras 2 Jahr(s)
- Keras 2 Jahr(s)
Database
- SQL 0 Jahr(s)
General
- Data Analysis 0 Jahr(s)
- ETL 0 Jahr(s)
- Web Services 0 Jahr(s)
- Data Science 0 Jahr(s)
- Linux 0 Jahr(s)
Technology
- Git 0 Jahr(s)
Sprachen
- English native
