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Name: Zofia Quillet

Type: User

Company: SwissCaution

Bio: Data Analyst with experience in International Operations and Business Management 🌍 Certified Google Advanced Data Analytics Professional

Location: Geneva, Switzerland

Hi there! πŸ‘‹ I'm Zofia

Data Analyst

Codage

🌱 Welcome to my Github!

My projects cover Data Analytics and Data Science topics (Machine Learning, NLP), ranging from business use cases to environmental and social studies

How to reach me:

Β  Β 





My languages and tools


Capture d’écran 2023-11-01 Γ  02 16 37

Zofia Quillet's Projects

co2_dashboard_panel icon co2_dashboard_panel

🎯 Interactive dashboard for tracking world CO2 emissions over time - use of Python, Panel and JupyterLab (Data collection, Cleaning and Application development)

credit_risk_pyspark icon credit_risk_pyspark

🎯 Credit risk detection - use of PySpark, Python and JupyterLab (Data collection, Cleaning, EDA, Regression, Classification, Statistical tests, and Data Visualization)

customer_behaviour icon customer_behaviour

🎯 Customer behaviour and sales analysis for a national bookstore library willing to adapt its digital vs. instore strategy - use of Python and JupyterLab (Business insights, Data collection, Cleaning, EDA, Market Segmentation, Time Series analysis, Statistical tests and Data Visualization)

data_cleaning_sql icon data_cleaning_sql

🎯 Real Estate data cleaned with SQL - use of Microsoft SQL Server and SSMS

employees_resignation_classification icon employees_resignation_classification

🎯 Workforce analytics for a company seeking to boost employee retention and job satisfaction - use of Python and JupyterLab (Business insights, Data collection, Cleaning, EDA, Classification, and Data Visualization)

european_flights_graph_networkx icon european_flights_graph_networkx

🎯 Geospatial representation of European airline routes - use of Python, Basemap, Graph, Networkx and JupyterLab (Data collection, Cleaning, and Data Visualization)

fraud_detection_machine_learning icon fraud_detection_machine_learning

🎯 Fraud prevention, counterfeit currency detection system - use of Python and JupyterLab (Data collection, Cleaning, EDA, Regression, Classification, Clustering, Statistical tests, and Data Visualization)

geocoding_r_tableau icon geocoding_r_tableau

🎯 Building permits trends between 1990 and 2020 in the county of San Francisco, USA - use of R, RStudio, and Tableau (Data collection, Cleaning, and Data Visualization)

hunger_study icon hunger_study

🎯 Global study to tackle hunger worldwide and support FAO's mission - use of Python and JupyterLab (Background research, Data collection, Cleaning, EDA, and Data Visualization)

market_research_nlp_clustering icon market_research_nlp_clustering

🎯 International market analysis and optimization program for reducing food waste and improving the vegetable export industry - use of Python, JupyterLab and NLP (Background research, Data collection, Cleaning, EDA, Unsupervised Machine Learning, Factorial method, HCA, Clustering, Data Visualization and 10-year projection with Sankey Diagram

ngo_global_water_study_tableau icon ngo_global_water_study_tableau

🎯 Worldwide study to address clean drinking water challenges and support NGOs' missions - use of Python, JupyterLab and Tableau (Background research, Data preprocessing, Cleaning, and Data Visualization)

nlp_libraries_tweets_analysis icon nlp_libraries_tweets_analysis

🎯 Exploration of NLP libraries (nltk, spacy) and tweets analysis - use of Python and JupyterLab (Data collection, Cleaning, EDA, Classification, and Data Visualization)

nyc_taxis_streamlit icon nyc_taxis_streamlit

🎯 Application for interactive analysis of January 2023 NYC Taxi rides - use of Python, Streamlit and JupyterLab (Data collection, Cleaning and App development)

professional_inequalities_knime icon professional_inequalities_knime

🎯 Gender inequality at work - use of KNIME (Background research, GDPR, Data governance, ETL, EDA, Data cleaning and validation, Statistical tests with R, and Data Visualization)

real_estate_sql icon real_estate_sql

🎯 Database development and query implementation to identify growth opportunities for a Real Estate company looking to expand their operations - use of UML modeling, SQL and MySQL (Business insights, Data collection, Data preview and modelization with SQL Power Architect and Microsoft Excel / Power Query, and database conversion to MySQL using SQL)

sales_analysis icon sales_analysis

🎯 Database optimization and sales performance analysis for a fine wine company seeking to improve their data management practices and data maturity level - use of Python and JupyterLab (Business insights, Data collection, Cleaning, EDA, and Data Visualization)

smart_device_consumers icon smart_device_consumers

🎯 Customer behaviour analysis for a high-tech manufacturer willing to enhance their marketing strategy - use of R and JupyterLab (Business insights, Data collection, Cleaning, EDA, and Data Visualization)

survey_dashboard_powerbi icon survey_dashboard_powerbi

🎯 Interactive dashboard presenting the results of a data professional survey - use of Power BI (Data cleaning and Dashboard development)

virtual_assistant icon virtual_assistant

🎯 AI-powered chat assistant based on OpenAI's GPT architecture - use of Python, JupyterLab, and Gradio (Data collection and Application development)

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