The process decisions that actually help a small team scale operations
A practical view on which process decisions help small teams scale operations without creating unnecessary bureaucracy.
Read articleI’m Sayr Olivares. I build through essays, code notes and projects.
I use this site as my own writing space and blog. Here you can follow what I am learning, what I am building, how I think about automation, general stuff and data science.
Latest Posts
Most recent publishing
This list is generated at build time from the post pages and always shows the latest three published articles.
How I design SEO systems that stay useful after algorithm changes
A practical framework to build SEO systems that stay valuable through algorithm updates by focusing on intent, coverage, and operating cadence.
Read articleCleaning noisy ecommerce data with Pandas in 6 reusable steps
A reusable six-step process in Pandas to clean ecommerce datasets and prepare reliable tables for analysis and reporting.
Read articlePortfolio
Selected projects
SEO content engine for healthcare startup
Owned strategy, production, and reporting from keyword mapping to monthly growth reviews.
Stack: GA4, Search Console, Notion, editorial SOPs
Ops automation migration
Rebuilt legacy manual flows with integrated tools and reduced repetitive work across teams.
Stack: Zapier, Make, Airtable, Slack
Learning lab for data science
A personal repository of mini projects for statistics, visualizations, and machine learning practice.
Stack: Python, Pandas, Matplotlib, Jupyter