Careful public-web research, spreadsheet QA, and reproducible data automation

I provide structured research, spreadsheet, and automation support for clearly scoped work. I turn public or authorized source material into accurate, organized deliverables such as web-research summaries, market and competitor research, data entry, Excel or Google Sheets cleanup, data-quality checks, and reproducible Python-assisted processing. I prioritize clear source notes, careful scope control, reviewable outputs, and reliable communication. I work only with public, non-sensitive information or data the client is authorized to provide. I flag limitations early and use automation where it improves consistency while keeping final quality checks explicit.

Work Terms

Availability, timing, deliverables, source limits, formats, deadlines, and acceptance criteria are agreed before work begins. Communication stays on Guru. Fixed-price work should use a funded SafePay milestone before execution; hourly work should use Guru?s authorized work and payment process. I provide concise progress updates, flag blockers early, and do not expand scope without written approval. Client data must be public, non-sensitive, or supplied with authorization. Final delivery includes reviewable files and, when relevant, source notes or reproducibility steps.