Build lightweight, maintainable web applications
Connect your website to your database, enabling dynamic web pages that make the most of your data.
Software consulting for Pittsburgh businesses and nonprofits.
Set up data infrastructure, develop web applications, and modernize tech. Discounts available for Pittsburgh nonprofits and small businesses.
Police Data Accessibility Project
SWPA Municipal Project Hub
University of Pittsburgh
What we can do for you
Organize and analyze your data
Migrate from Excel spreadsheets to sophisticated database applications tailored to your needs.
Upgrade your tech stack
Refine aging infrastructure to support modern best practices. Make your tech faster, cheaper, and easier to maintain.
SWPA Municipal Project Hub
- Developed webscraper for pulling over 5000 annual municipal financial reports.
- Consolidated data into centralized database.
- Developed reports and analyses on financial trends for local, state, and federal grants.
Police Data Accessibility Project
- Migrated data from airtable to cloud-based database solution.
- Overhauled web application and developed API with over 100 distinct endpoints.
- Developed webscraping-to-ETL data pipelines and machine learning-based solutions.
How engagement works
- Free 30‑min intro: goals, constraints, success criteria.
- 1–2 week scoped pilot to prove value.
- Month‑to‑month with clear deliverables and cadence.
About Lemali Consulting
We are a small cooperative of software engineers and general do-gooders committed to helping Pittsburgh businesses and nonprofits build and refine their tech capacity.
Let’s talk
Quickest path: email [email protected] or book a short intro.