Malwandla Matelakengisa
Road to Data Alchemist.
Precision over noise.
Excel / Python / SQL / AI-assisted workflows
Precision over noise.
Excel / Python / SQL / AI-assisted workflows
My work sits at the intersection of structured thinking, technical precision, and modern tooling — designing systems in Excel, SQL, Python, and AI-assisted environments that transform unstructured input into reliable, repeatable outputs.
Structured systems. Clear outputs. No noise.
Entered a technically unfamiliar domain and quickly adapted. Applied structured thinking and modern tooling to improve efficiency and workflow clarity.
Developed structured models for data cleaning, validation, and transformation. Built repeatable processes with precision and logic.
Leveraging intelligent tooling to reduce friction and increase analytical speed. Focused on clarity, reproducibility, and output quality.
Automated ingestion pipeline converting submitted PDFs into structured operational records via API-based parsing and workflow orchestration.
PDF parsing system designed to extract structured accommodation data and automatically amend operational spreadsheets.
I’m open to roles focused on data architecture, workflow automation, and structured data systems.