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Alina Molnar

Angestellt, Junior Data Scientist, asgoodasnew electronics GmbH | WIRKAUFENS
Köln, Deutschland

Fähigkeiten und Kenntnisse

Python
Machine Learning
Data Science
Model
Statistics
Data Analysis
Biology
Life sciences
Project Management
Supervision
Microsoft Excel
Video editing
English Language
Italian Language
SQL
Data Modeling
Microsoft Power BI
statistics
Data visualisation
Cross-cultural
Planning
Problem Solving
amazon redshift
Reporting
Database
Data mart
Engineering
Laboratory
Technology
Computer Science
MS Office
Business Economics
Biodiversity
Horticulture
Laboratory Technology
Mathematics
Analytics
collabor
Collaboration
Team work

Werdegang

Berufserfahrung von Alina Molnar

  • Bis heute 3 Jahre und 6 Monate, seit Jan. 2022

    Junior Data Scientist

    asgoodasnew electronics GmbH | WIRKAUFENS

    Standardize supply, sales and stock queries and validate them together with stakeholders to build a datamart they can trust. Help create a data dictionary for previously undocumented sources. Reporting business KPIs for e-commerce shops in Power BI and Metabase. End-to-end Power BI reports: custom import queries with SQL and Python with Redshift connector, transform data in Power Query, data modeling, DAX measures, graphs, time series, publish reports, automatic refresh, Confluence documentation, JIRA.

  • 2 Jahre und 1 Monat, Jan. 2020 - Jan. 2022

    Upskilling to Data Scientist with Python

    Self-employed

    Online study and practice. Plan and manage end-to-end project to reduce beer waste by 28%. Clean, process, transform, data analysis, statistics. Python, Pandas, NumPy, Matplotlib, Seaborn. Develop ML decision trees models in H2O.ai with Random Forest and Gradient Boosting. Score metrics on test set and deploy approved models on unseen data. Follow coding good practices, write documentation. Present insights in Power BI. Video at http://tiny.cc/recommendation_model GitHub repository at https://git.io/JKkH0

  • 1 Jahr und 1 Monat, März 2018 - März 2019

    Laboratory Assistant Cell Biology

    Dummen Orange

    Managed embryo rescue projects. Used statistics skills to analyze six growth media to increase germination by 31% in Pelargonium and by 6% in Petunia. Reduced infection by 66% by shortening time between sterilization and processing. Communicated insights to internal stakeholders from Europe and N. America. Sorted unstructured legacy files and wrote nine embryo rescue and one in-vitro germination protocols with this data. Left job because lab moved to Netherlands.

  • 5 Monate, Okt. 2017 - Feb. 2018

    Job Search and Relocation

    To Germany

  • 4 Jahre, Okt. 2013 - Sep. 2017

    University and Volunteer Work, Trainee Germplasm Cluj-Napoca, Romania

    USAMV, Centre for Biodiversity, Botanical Garden Cluj

    During University various traineeships and volunteering. Protocol search in scientific databases. Plan germplasm collection, monitor plant genetic resources, record data under FAO standards. Plant propagation. Sterilize and prelevate explants for tissue culture. Achievement: First documented collection of edible flowers in Romania.

  • 8 Jahre und 2 Monate, Aug. 2005 - Sep. 2013

    Shift Manager

    Rompetrol – KMG International, Deva, Romania

    Managed team of five and trained new colleagues. Monitored KPI. Planned tasks, updated inventories, reported sales and optimized stocks. Implemented method to reduce time for checking stocks and invoices by 30% by increasing quantities and decreasing frequency of orders in fast selling goods.

  • 1 Jahr und 1 Monat, Aug. 2004 - Aug. 2005

    Cashier

    Rompetrol – KMG International, Deva, Romania

    Help and bill customers. Organize daily duties. Check incoming stocks.

Ausbildung von Alina Molnar

  • 9 Monate, Apr. 2019 - Dez. 2019

    Data Scientist Career Track

    DataCamp

  • 2 Jahre, Okt. 2015 - Sep. 2017

    M.Sc. Biodiversity and Conservation

    USAMV, Cluj-Napoca

  • 4 Jahre, Okt. 2013 - Sep. 2017

    B.Eng. Horticulture

    USAMV, Cluj-Napoca

  • 4 Jahre, Okt. 2004 - Sep. 2008

    B.Ec. Business Economics

    West University, Timisoara

Sprachen

  • Rumänisch

    Muttersprache

  • Englisch

    Fließend

  • Italienisch

    Fließend

  • Französisch

    Grundlagen

  • Spanisch

    Gut

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