Academic Writer (Freelance) — data validation and AI/quality evaluation of analytical solutions
Other
Freelance academic writer work since 2016 included evaluating and validating analytical solutions using Python and simulation tools. The role involved reviewing outputs against structured scoring and quality criteria to ensure correctness. Deliverables required identifying logical errors in assumptions and calculations and correcting them before submission.• Produced multi-step, real-world application problem sets with consistent structure.• Performed data validation and numerical analysis checks using Python (NumPy/Pandas) and simulation tools.• Conducted quality review by verifying logic, assumptions, and computations against the required criteria.• Delivered accurate, high-quality results under tight deadlines for international clients.
2016 - Present