AI ToolsPremium
How a $30 Data Entry Job Becomes a $30 Quality Assurance System — With Free AI Tools
A real workflow for turning low-budget Upwork data entry into a repeatable quality-check process using Python, Google Sheets, and a local LLM — no paid APIs, no fast internet required.
February 10, 2026
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Atsushi Yamamura
IT Engineer with 35+ years of experience, 12+ years in Manila
AI Engineer, Data Scientist, and Full Stack Developer based in Manila. Helping Filipino VAs succeed with AI-powered tools.