I will write r and python code, debug scripts and build shiny apps

Yes. I develop custom R and Python scripts, functions, algorithms, and analytical workflows. I can work from your existing code, dataset, pseudocode, or written requirements and deliver documented source code tailored to your project.

Yes. I can diagnose coding errors, fix broken scripts, improve functions, refactor existing code, and optimize performance where feasible. Please provide the source code, error messages, expected output, and relevant sample data.

Yes. I work with base R, RStudio, Positron, Jupyter Notebook, and VS Code. I can develop reproducible scripts and notebooks in your preferred environment, depending on the required libraries and project configuration.

Yes. I can develop reproducible R Markdown, Quarto, and Jupyter Notebook documents combining code, analysis, tables, graphs, and explanations. Where supported, I can prepare HTML, PDF, or Word outputs.

Yes. I can develop R Shiny dashboards with interactive charts, filters, data tables, user inputs, and analytical features. Small apps may fit my Premium package; larger apps, deployment, and integrations require a custom quote.

Yes. I use R libraries such as dplyr, tidyr, ggplot2, and other tidyverse packages, as well as Python libraries including pandas, NumPy, Matplotlib, and Plotly, for data preparation, processing, and visualization.

Yes. I can translate analytical scripts and functions between R and Python while preserving their intended behavior where practical. I can also test outputs and explain important differences between libraries and implementations.

Yes. I can implement simulations, statistical algorithms, optimization routines, model evaluation procedures, and automated analysis workflows. Please share your requirements, methodology, or references before ordering.

Yes. Deliverables include the agreed source code with appropriate comments and the corresponding files or outputs. Depending on the package, I can also include dependency information, setup instructions, and reproducible notebook reports.

Please send your project objective, existing code if any, sample dataset, desired outputs, preferred language and software, error messages if applicable, and deadline. I will review the scope and recommend the appropriate package or custom offer.