~/projects/financeflow
FinanceFlow
[COMPLETED]TIMELINE
Oct 2024 - Dec 2024
ROLE
Lead Backend Developer
TEAM
Solo Project
CATEGORY
Software Engineering
// OVERVIEW
FinanceFlow is a privacy-first personal capital management application. It securely aggregates credit/debit records, plots portfolio asset ratios, and uses custom NLP classification scripts to categorize transaction records automatically.
- Automatic Transaction Categorizer
- Portfolio Allocation Charts
- Smart Budget Alerts
- Secure Account Ledger Encryptions
// FEATURES
01/ Financial Analysis
- Auto-Categorization Model: Machine learning classifier sorting transaction memos into expense rows.
- Investment Dashboard: Recharts charts plotting historical asset allocation valuations.
02/ Privacy and Alerts
- AES-256 Ledger Encryption: Secure storage architecture encrypting records at rest.
- Predictive Budget Warnings: AI models notifying users if daily averages trend toward overdrawing.
// CHALLENGES & SOLUTIONS
PROBLEM
High processing delays parsing large monthly account CSV files
SOLUTION
Developed a streams-based parser parsing transaction uploads in chunks, reducing memory footprints by 80%.
// STACK
Artificial Intelligence (AI)ReactNode.jsMongoDBFinancial TechnologyVS CodeGitPostman