Browse My Recent
Projects
Internet Gap Analysis
Description: Developed a Shiny app to analyze and visualize global internet penetration trends using data from the DataCamp Internet Usage Competition. The app provides an interactive exploration of internet adoption across countries and includes nonlinear sigmoid (NLS) modeling to forecast future internet penetration rates. Highcharter was used for dynamic data visualizations, ensuring an engaging and insightful user experience.
Programming Languages: R, Shiny, JavaScript, HTML, CSS
Techniques Used: Time series analysis, nonlinear modeling (NLS), interactive data visualization with Highcharter, and Shiny for web-based data exploration
Classification: Data Visualization, Statistical Modeling, Internet Penetration Analysis
Personal Portfolio - Web Page Hosted on Azure
Description: My personal portfolio is a web page hosted on Azure. It uses GitHub Actions to implement continuous integration: each update in the GitHub repository automatically triggers an update to the live website in real-time.
Programming Languages: HTML, CSS, JavaScript
Technologies Used: Continuous Integration (CI/CD) with GitHub Actions, Deployment on Azure
Classification: Cloud Computing, Web Development
Biodiversity Species Visualization App
Description: I created a Shiny app that visualizes observed species on a map using data from the Global Biodiversity Information Facility (GBIF), focused on species from Poland. Users can search for species by their common or scientific names and view their observations on a map, along with a timeline showing when they were observed.
Programming Languages: R, Shiny, JavaScript, HTML, CSS
Techniques Used: Geospatial visualization, data filtering, custom user interface design
Classification: Data Visualization, Geospatial Analysis
Predictive Text App using N-grams
Description: I developed a natural language processing (NLP) app that predicts the next word using N-grams. The app is designed to simulate the experience of a predictive keyboard, similar to those found on mobile phones. I implemented a custom interface using HTML, CSS, and JavaScript to enhance user experience.
Programming Languages: R, Shiny, JavaScript, HTML, CSS
Techniques Used: N-grams, Natural Language Processing (NLP), custom interface design
Classification: Natural Language Processing, UI/UX Design
Biodiversity App v2
Description: This is an improved version of my original Biodiversity App, designed to address issues from the previous release. The updated app provides an enhanced user experience, allowing users to explore biodiversity data specific to Poland. Users can search for species sightings and visualize occurrences on an interactive map, with additional filters and charts. The app efficiently handles large datasets using the `arrow` package, enabling seamless data filtering and subsetting for Poland's biodiversity data.
Programming Languages: R, Shiny, JavaScript, HTML, CSS
Techniques Used: Big Data handling (using `arrow`), custom UI/UX improvements with HTML, CSS, and JavaScript, interactive map and data visualization, and enhanced filtering options
Classification: Data Visualization, Biodiversity, UI/UX Design
