Operations, automation, rescue, and scale work
Services built for teams with real data pressure
I work best where the problem is operational, expensive, or fragile: unstable scrapers, overloaded databases, messy exports, vendor lock-in, reporting delays, and growth systems that depend on clean pipelines.
Database administration
Schema review, performance tuning, backups, migrations, indexing strategy, and production hardening.
Scraping systems
Resilient collectors, rotating strategies, browser automation, scheduling, retries, and structured output pipelines.
Data manipulation
Transformation, enrichment, de-duplication, normalization, validation, and export automation.
Python engineering
Backend tooling, automation scripts, internal portals, queue workers, APIs, and integration layers.
Why this portfolio is structured like an enterprise microsite
The frontend positions you as a high-trust operator. The admin allows you to add pages, rewrite positioning, update legal content, change contact targets, and keep the site current without a plugin ecosystem.