Finance App to track expenses using AI

Vlad Morkovnik

0

AI Agent Developer

Backend Engineer

Frontend Engineer

AWS

AWS Lambda

Supabase

Project description

I built a finance app from scratch designed to track expenses and incomes, powered by AI for automated data synchronization and processing. Using the OpenAI API, the platform intelligently categorized expenses, provided real-time insights, and streamlined financial tracking for users.

Infrastructure

The entire infrastructure was serverless on AWS to ensure scalability, reliability, and cost efficiency. AWS services, such as Lambda, S3, API Gateway, DynamoDB, RDS, and CloudFront, were utilized to build a fully serverless architecture. CI/CD pipelines ensured smooth, automated deployments, while monitoring tools kept everything running optimally.
The backend was developed with Python using FastAPI for speed, security, and flexibility. On the frontend, I used React to create a clean, intuitive, and responsive user interface, making it easy for users to interact with their data.
Unfortunately, due to the NDA, I can't share many pictures, but I have received approval to post this one.
Finance tracker app
Finance tracker app

Results

Thanks to this approach, the client was able to launch their MVP just two months after development started, enabling them to enter the market quickly and gain a competitive edge. The app successfully reduced manual effort by automating expense categorization, saving users significant time and enhancing financial clarity. The serverless setup also guaranteed scalability as the user base began to grow.
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Posted Dec 17, 2024

I built a finance app with AI for expense tracking, using a serverless AWS architecture. It launched in 2 months, automating categorization using AI

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Tags

AI Agent Developer

Backend Engineer

Frontend Engineer

AWS

AWS Lambda

Supabase

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