Every engagement is judged on what changed for the business — not what we built.
Manual reconciliation across 14 agent branches. 3-day settlement cycles.
Custom fintech platform with automated settlement, real-time transaction ledger, and multi-agent role management.
Multi-branch retail operating on disconnected spreadsheets. No real-time inventory.
Custom ERP with centralized inventory, procurement, staff management, and POS integration.
Operations team making decisions on week-old reports.
End-to-end pipeline (Kafka → BigQuery → Looker) with live dashboards updated every 90 seconds.
Manual loan review with 48h turnaround and high default rates.
Trained and deployed a gradient-boosted ML model on historical transaction data, integrated into loan origination.
Hospitality group with no unified sales data across 5 venues.
Custom POS with cloud sync, inventory management, and consolidated reporting.
Monolithic application on a single server. No CI/CD, no observability.
Migrated to containerized microservices on AWS. CI/CD with Jenkins, monitoring with Grafana.