AI-powered financial analytics platform built with FastAPI, Pandas, DuckDB, and Gemini API for data analysis, REST APIs, natural-language-to-SQL queries, and automated business insights.
This is such a great example of turning complex data into a visual experience. 🎾🔥
Love how the court becomes part of the analytics instead of just sitting in the background. Really impressive work!
When does a sports dashboard need the court to be more than a background?
In this case, we were designing Deuce a tennis analytics platform that needed to make complex match data feel immediate and spatial, not just numerical.
The brief was clear: analysts and coaches don't just...
I designed and developed SJApp, a full-stack management platform that transformed fragmented spreadsheets and manual processes into a centralized operational system for a nonprofit community organization.
The platform manages beneficiaries, families, workshops, enrollments, payments, socioeconomic studies, scholarship evaluations, documents, and operational reporting from a single secure workspace.
I also led the migration and validation of a complex historical dataset containing 1,080 beneficiaries, 649 families, 66 workshops, 1,812 enrollments, and 4,293 payment records.
Key capabilities include role-based access, configurable evaluation rules, advanced search, exports, data-quality controls, and privacy-conscious handling of sensitive information.
Result: a maintainable digital platform built around real organizational workflows, replacing fragmented operational processes with structured software.