We build data infrastructure and automate workflows
From lab instruments to financial systems — architecture, pipelines, and integrations from prototype to production.
Selected Projects
Real problems, real solutions, real results.
Lab workflow automation
Automated data collection and analysis pipeline for a research laboratory.
- Built MQTT-based multi-instrument coordination — replaced fully manual data collection with real-time automated ingestion into centralized storage.
- Delivered real-time visualization dashboards for researchers, eliminating hours of daily manual data processing.
BNPL merchant platform
Payment platform for Malaysian merchants — settlement, onboarding, and reconciliation across multiple providers.
- Automated disbursement and multi-provider reconciliation via event-driven settlement — operations team stopped doing it manually.
- Built public API for external merchants to plug in BNPL as a payment option, with full onboarding and access control flows.
Agent-driven research automation
Multi-agent pipeline automating repetitive research workflows across multiple data sources.
- Designed hybrid local/cloud model strategy — volume tasks on local models, critical decisions on cloud APIs — cutting inference costs while maintaining quality.
- Automated end-to-end reporting: data retrieval → analysis → formatted output with zero manual steps.
Large-scale ETL pipeline
Data aggregation from 12+ disparate sources for a global mobility platform (80M+ users).
- Built scheduled ingestion with normalization rules and distributed task processing — eliminated 2 days/week of manual reconciliation.
- Maintained data consistency under strict B2B SLAs across 15+ providers, processing 500K+ records daily.
