About
computer engineering student
Nanyang Technological University (NTU), Singapore Aug 2025 - May 2028
Bachelor of Computing (Hons) in Computer Engineering, GPA: 4.4/5.0
Relevant coursework: Ethical Hacking, Malware Analysis, Cryptography, Computer Networks, Operating Systems, Data Structures and Algorithms,
Software Engineering, Machine Learning, Artificial Intelligence
Ngee Ann Polytechnic, Singapore Apr 2019 - May 2022
Diploma in Cybersecurity, GPA: 3.65/4.0
Nanyang Technological University (NTU), Singapore Aug 2025 - May 2028
Bachelor of Computing (Hons) in Computer Engineering, GPA: 4.4/5.0
Relevant coursework: Ethical Hacking, Malware Analysis, Cryptography, Computer Networks, Operating Systems, Data Structures and Algorithms,
Software Engineering, Machine Learning, Artificial Intelligence
Ngee Ann Polytechnic, Singapore Apr 2019 - May 2022
Diploma in Cybersecurity, GPA: 3.65/4.0
Selected projects
MacroPollo, Autonomous AI Research Agent Top 8, NTU Fintech Innovators Hackathon 2026
ProblemMacroPollo, Autonomous AI Research Agent Top 8, NTU Fintech Innovators Hackathon 2026
• Engineered an autonomous AI research agent on a locally deployed large language model with built-i
Problem• Engineered an autonomous AI research agent on a locally deployed large language model with built-in safeguards against prompt injection and
hallucination, hardening the system against adversarial inputs
Problemhallucination, hardening the system against adversarial inputs
• Architected the system with zero external API dependencies and on-premise data storage, enforcing
Problem• Architected the system with zero external API dependencies and on-premise data storage, enforcing strict data handling controls (Python,
FastAPI, retrieval-augmented generation)
ProblemFastAPI, retrieval-augmented generation)
Rail Energy System, SBS Hackathon 2026 1st Place (National), SGD 3,000, 200+ teams
ProblemRail Energy System, SBS Hackathon 2026 1st Place (National), SGD 3,000, 200+ teams
Experience
Cybersecurity AI Engineer Intern (Pentesting and AI Security), PwC Singapore Jul 2026 - Present
- Cybersecurity AI Engineer Intern (Pentesting and AI Security), PwC Singapore Jul 2026 - Present
• Build an agentic AI pipeline for hardening compliance review that ingests mixed client evidence (Excel, Word, configur
- • Build an agentic AI pipeline for hardening compliance review that ingests mixed client evidence (Excel, Word, configuration dumps,
screenshots) and maps findings to CIS and client-specific baselines
- screenshots) and maps findings to CIS and client-specific baselines
• Orchestrate local and frontier models in a mixture-of-experts design, using tool execution and the Claude API for plan
- • Orchestrate local and frontier models in a mixture-of-experts design, using tool execution and the Claude API for planning and adjudicating
ambiguous findings
- ambiguous findings
• Extend the automation to Nessus vulnerability triage and Checkmarx static analysis review, cutting manual false-positi
- • Extend the automation to Nessus vulnerability triage and Checkmarx static analysis review, cutting manual false-positive screening for the
engagement team
- engagement team
Cybersecurity Intern and Penetration Tester, Thinkture Apr 2021 - Feb 2022
- Cybersecurity Intern and Penetration Tester, Thinkture Apr 2021 - Feb 2022
• Built custom Python tooling to automate detection and scanning of OWASP Top 10 vulnerabilities
- • Built custom Python tooling to automate detection and scanning of OWASP Top 10 vulnerabilities
• Ran network security audits across virtualised Windows Server and Kali Linux environments, administering Active Direct
- • Ran network security audits across virtualised Windows Server and Kali Linux environments, administering Active Directory and hardening
systems through Group Policy, registry edits, and PowerShell
- systems through Group Policy, registry edits, and PowerShell
Firefighting Trainer, Sergeant, Singapore Civil Defence Force Oct 2022 - Aug 2024
- Firefighting Trainer, Sergeant, Singapore Civil Defence Force Oct 2022 - Aug 2024