HubTruth is a sophisticated finance automation platform designed to streamline and validate financial data before it is submitted to agents. This project was a significant milestone in my career as I was the sole architect and developer, responsible for building the entire application from the ground up.
The platform addresses the complexities of financial data management through several key modules:1. Triple Check: A multi-step verification and reporting system that allows for collaborative data review through integrated note threads.2. Smart Circle: A high-performance data ingestion tool capable of handling large CSV files with real-time progress tracking and automated discrepancy detection.3. Data Sync Engine: An automated synchronization system that pulls data from multiple sources, utilizing batch processing to ensure reliability and performance.
My Role
As the sole developer on this project, I was responsible for the entire technical stack and architectural decisions. I designed the frontend using React and Vite, ensuring a highly responsive and performant user interface. I implemented a robust state management system using TanStack Query and ensured end-to-end type safety by integrating OpenAPI-generated types.
I also focused heavily on the user experience for complex data workflows, such as the CSV upload process and the interactive reporting dashboards, making sure that even the most data-heavy tasks felt intuitive and seamless for the end-users.
What I learned
Developing HubTruth from scratch provided me with deep insights into architecting large-scale React applications. I learned how to manage complex business logic and data transformations on the frontend while maintaining high performance.
I gained significant experience in implementing advanced data ingestion patterns, handling large file uploads with real-time feedback, and building collaborative features like the note-threading system. This project also solidified my expertise in using modern tools like TanStack Query and OpenAPI to build reliable, type-safe enterprise software.