ETL / ELT pipeline development

Automated pipelines that pull from your sources, transform the data, and load it where it's needed.

  • Scheduled and event-driven loads
  • Python and SQL based transformations
  • Idempotent, re-runnable jobs

API & SaaS integration

Connect the applications your business runs on so data flows without copy-and-paste.

  • REST and webhook integrations
  • CRM, ERP, and marketing platforms
  • Two-way sync and conflict handling

Data migration

Move off legacy systems with confidence and a verifiable result.

  • Source profiling and field mapping
  • Row-count and checksum reconciliation
  • Phased cut-over planning

Database & warehouse design

Structure your data so reporting is fast and questions are easy to answer.

  • PostgreSQL and SQL Server modeling
  • Cloud warehouse setup
  • Reporting-ready schemas

Data quality & cleansing

Find and fix the duplicates, gaps, and inconsistencies that undermine trust in your numbers.

  • Validation rules and profiling
  • De-duplication and record matching
  • Ongoing quality checks

AI-assisted standardization

Use language models to normalize messy free-text fields such as names, titles, and categories, with review steps built in.

  • Local or cloud LLM workflows
  • Canonical lists and fuzzy matching
  • Human-in-the-loop review

Web scraping & data collection

Responsible, robots.txt-aware collection of public data into structured formats.

  • Raw data preservation
  • Cleaning into JSON, CSV, or SQL
  • Repeatable refresh jobs

Testing, CI & documentation

Make existing pipelines dependable and maintainable by the people who inherit them.

  • Automated test suites
  • CI pipelines on GitHub
  • Runbooks and technical docs

Advisory & architecture review

An outside look at your current data setup with a practical, prioritized roadmap.

  • Current-state assessment
  • Tool and platform selection
  • Build vs. buy guidance

Engagement options

Fixed-scope projects: a defined deliverable, such as a migration or a set of integrations, at an agreed price.

Hourly consulting: flexible help for troubleshooting, reviews, or extending an existing system.

Ongoing support: monthly retainer for monitoring, maintenance, and incremental improvements.