Software Developer @ PennVet

Automated a research lab's data-collection scripts (Python, Selenium, Playwright), cutting script runtime by up to 500% and turning a fragile, ad-hoc process into a reliable pipeline the whole lab could depend on.

DomainResearch data engineering and scientific workflow automation

StackPython, Selenium, Playwright, REST APIs

ImpactUp to 500% script performance improvements and scalable property extraction pipelines

Up to 500% faster: profiling and refactoring bottlenecked scripts turned a slow, ad-hoc extraction process into a scalable, repeatable pipeline.

Implementation Notes

Profiled and refactored bottlenecked processing scripts to substantially reduce end-to-end runtime.

Automated PubChem extraction workflows to collect 90+ attributes per compound with repeatable job execution.

Improved consistency in data handling and transformed ad-hoc scripts into reusable utilities.

Focused on stability and maintainability to support collaborative use in a research lab environment.