Case Studies
Smart Finance Platform Case Study
Built AI-powered financial platform with predictive forecasting, intelligent dashboards, and data-driven compliance automation.
Case Study 01
Next.jsNodePostgreSQL
Smart Finance Platform
Engineered product with ML forecasting and data-driven operational analytics.
Built AI-powered financial platform with predictive forecasting, intelligent dashboards, and data-driven compliance automation.
Role
ML Engineer & Full-Stack Architect
Timeline
Q3 2023 路 14 weeks
Industry
Financial Services & Data Intelligence
What I delivered
- Developed predictive models for cash flow forecasting and financial scenario planning.
- Built real-time data pipelines integrating accounting systems with ML-powered analytics.
- Created intelligent dashboards with automated insights and anomaly detection.
Highlights
- XGBoost and LSTM models achieving 92% forecast accuracy.
- Real-time data pipeline processing 100K+ transactions daily.
- Anomaly detection flagging irregular financial patterns automatically.
Impact metrics
30%Forecast accuracy improvement
0.7%Processing latency reduction
48Anomalies detected automatically
ML & Tools
Next.jsTypeScriptNode.jsPostgreSQLPrismaChart.jsAWS SES