Yohana Herrero Alonso

Bis 2023, Data Scientist, Leibniz-Institut für Astrophysik Potsdam

Berlin, Deutschland

Über mich

I am a passionate data scientist and astrophysicists with more than 5 years of experience in statistics and data analysis with Python, data modeling and visualization, machine learning techniques, software development, spatial analysis, project management, problem resolution, and decisionmaking. I participate in large international and collaborative projects, present my work at worldwide meetings and conferences, and supervise data-focused research. My next step is to create data-driven solutions to problems on Earth.

Fähigkeiten und Kenntnisse

Python
Statistics
Mathematical Modeling
Communication skills
Data Analysis
Data Science
Git
Critical thinking
problem solving skills
Datasets
Pipelines
Algorithm
Visualisation
Machine Learning
Mentoring
Leadership
Reports
Business papers
Collaboration
Teamwork
Project Management
Data Management
Time Management

Werdegang

Berufserfahrung von Yohana Herrero Alonso

  • 4 Jahre und 3 Monate, Sep. 2019 - Nov. 2023

    Data Scientist

    Leibniz-Institut für Astrophysik Potsdam

    -Quantitative analysis of large datasets with Python. -Development, implementation and documentation of pipelines. -Data transformation, mathematical modeling and interactive visualization. -Statistics and machine learning techniques application. -Authored peer-reviewed papers. -Delivered tens of talks to both specialist and general international audiences. -Shared code on Git and Slack for team joint-analysis and collaborative problemsolving as a member of international and cross-functional collaborations.

  • 3 Jahre und 10 Monate, Jan. 2020 - Okt. 2023

    Supervisor of data-focused research projects

    Leibniz-Institut für Astrophysik Potsdam

    -Supervision of Master thesis projects, including design, strategic planning, management, execution, mentorship and review. -Introduction to Python for undergrad students, including training and mentorship. -Constant multi-task and decision-making for short- and long-term action to lead projects to success within deadlines.

  • 1 Jahr und 10 Monate, Nov. 2017 - Aug. 2019

    Research Assistant

    Leibniz-Institut für Astrophysik Potsdam

    -Optics lab development of Novel Astronomical Instrumentation based on photonic light Reformating (NAIR). -Simulation and mathematical modeling of data with Python. -Data visualization with RSoft CAD environment.

Ausbildung von Yohana Herrero Alonso

  • 4 Jahre und 3 Monate, Sep. 2019 - Nov. 2023

    Ph.D. in astrophysics

    Potsdam Universität

  • 2 Jahre und 1 Monat, Apr. 2017 - Apr. 2019

    Master of Science

    Potsdam Universität

  • 11 Monate, Aug. 2015 - Juni 2016

    Bachelor of physics

    Universitetet i Bergen

  • 3 Jahre und 11 Monate, Sep. 2012 - Juli 2016

    Bachelor of physics

    Universidad de Cantabria

Sprachen

  • Spanisch

    Muttersprache

  • Englisch

    Fließend

  • Deutsch

    Fließend

  • Portugiesisch

    Gut

Interessen

Sports
Reading
Travel
Psychology
Painting
Baking

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