Synapxe
CurrentLead Engineer · Capability Enablement
Playing a pivotal role in transforming healthcare operations through innovative engineering. Designing AI-infused platforms and automation pipelines that give project, application, and infrastructure teams a unified, proactive view of hundreds of healthcare applications across Singapore.
- Agentic AI
- Gen-AI
- PWA
- Automation
- Ansible
- CrowdStrike
- Data Pipelines
- 100shealthcare apps unified
- Millionsvuln records processed
- Human-in-loopAI remediation
Key work & impact
- Spearheaded the design and development of OneClick Portal, an AI-infused Progressive Web Application (PWA) built from scratch to provide a unified operational view for project, application, and infrastructure teams supporting hundreds of healthcare applications across Singapore. The platform acts as a centralized operational hub while backend automation pipelines and AI-driven processes continuously analyse operational data, trigger workflows, and enable proactive healthcare IT operations.
- Designed and architected end-to-end vulnerability data pipelines integrating CrowdStrike and multiple enterprise data sources, processing millions of records to deliver actionable insights to application and infrastructure teams. Built intelligent monitoring to proactively identify SLA risks, correlate vulnerabilities with servers and systems, and give management real-time visibility into the security posture of critical healthcare environments.
- Leveraged CVE-based findings and Ansible-driven automation to build automated remediation workflows for patching and vulnerability management. Integrated AI-driven analysis to prioritize risks and automate repetitive remediation while maintaining a human-in-the-loop governance model through the PWA — enabling teams to review, approve, and monitor automated actions effectively.
- Automated daily activities, enabling better resource allocation and reducing KTLO budget errors.
- Built an inventory module for the Infra team, simplifying server tracking and reducing turnaround times.
- Leveraged Gen-AI models for advanced data insights, improving understanding and accuracy in data management.