Learning project · 2025-2026
Data Processing Pipelines
Command-line data processing on large files: Python and Unix pipelines for extracting, transforming, and filtering without loading everything into memory.
problem
Large datasets can be slow or impractical to process manually. This project focuses on efficient command-line and Python-based data processing workflows.
outcomes
- Processed structured files with lightweight command-line workflows
- Avoided loading large datasets fully into memory where possible
what i built
- Python scripts for data extraction and transformation
- Filtering logic for structured and semi-structured data
- Unix command-line pipelines
- Stream processing techniques for large files
- Text processing with grep, awk, and sort
tech stack
PythonBashUnix Toolsgrepawksort
Read the source
The repo has the code, structure, and implementation detail.