Streamlined data flow
Automated data gathering and tighter inter-application communication remove manual steps from the scouting workflow.
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University-Associated Project
SlimmerAI Scouting Tool
A web-based internal tool that streamlines data entry for the Slimmer AI scouting team, reducing manual tasks and inter-application movement across their workflow.
What it is
From scattered data entry to one focused workflow.
The scouting team was juggling multiple applications and manual steps to gather and organize candidate data. The tool centralizes that work behind one intuitive UI, automates data gathering where it can, and reduces friction in inter-application communication.
As chief architect, I led the technical architecture and system design end to end, owned backend API development with Python on AWS Lambda, designed and implemented the React.js frontend, and integrated SlimmerAI's AWS SDK for cloud deployment. The team worked in weekly Agile sprints with tight client check-ins.
Focused UI
A React and TypeScript frontend designed around efficient data entry, with the team's day-to-day workflow as the design anchor.
Cloud-deployed backend
Python API Lambda functions and a MySQL database deploy through SlimmerAI's AWS SDK for scalable cloud delivery.