— Experience
Ontario Legal Tech
Legal claim tooling that turned hours of calculation into minutes
Highlights
- Architected deterministic computation engine reducing legal claim calculations from hours to minutes
- Improved maintainability by a comprehensive Python test suite, validating edge-case scenarios with 90%+ coverage
Built legal claim tooling where slow, manual calculation was the bottleneck. The work was about making the math deterministic, fast, and covered by tests so edge cases did not sneak through.
What I worked on
I architected a deterministic computation engine that brought legal claim calculations down from hours to minutes. I also added a comprehensive Python test suite with 90%+ coverage so edge-case scenarios stayed validated as the engine evolved.
Testimonial
Great work! You understood a complex task, and made it exactly as needed! I was impressed with how much excellent work you have done in such a short period of time. I enjoyed working with you, and I thank you for your hard work.