Independent learning via marketplace platform and Python trading system (structured data analysis and output validation)
Undertook independent Python-based projects to support data-driven evaluation by analyzing information, identifying patterns, and validating outputs. Worked with structured data sources such as spreadsheets and logs to capture findings and assess results reliability. Used iterative testing and debugging to ensure correct interpretation of computed outputs. • Reviewed and analyzed large amounts of information from structured sources • Identified trends and patterns within datasets • Tested and validated outputs and recorded interpretations • Debugged software issues and followed structured development processes