Matthew Ng
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Matthew Ng

Backend + distributed systems + AI/cybersecurity focus

Penultimate-year CS student focused on backend systems and applied ML.

I build reliable APIs and automation tools with a security-first mindset.

Currently exploring distributed systems and MLOps.

Backend SystemsDistributed SystemsAI / Machine LearningCybersecurity

Focus

Backend Systems

API design, data modeling, payment workflows, and caching strategies for low-latency services.

AI / Machine Learning

Model evaluation, reinforcement learning, and ML-enabled product features with measurable outcomes.

Cybersecurity

Network attack simulations, threat analysis, and security mitigation design choices.

Experience

Adapted lesson plans for varying learning speeds and common misconceptions.

Results
  • PSLE (foundation) from fail to B
  • Sec 2 from C6 to A2
  • Sec 4 from C5 to A1

Planned and conducted a 5-hour Java fundamentals workshop with live coding and guided exercises. Built a structured lesson flow to explain OOP concepts to first-time learners.

Supported 24 students in Java/OOP labs and certification preparation; strengthened pass rates. Built a Python automated marking tool to speed up grading and enable consistent feedback. Delivered individualized feedback using AI-assisted drafting with manual verification.

Supported camp operations and security by coordinating access control, maintaining cyber hygiene for Intelligence branch assets, and delivering exercise-ready mapping support.

Responsibilities
  • Facilitated seamless entry and exit procedures for all units stationed in camp
  • Drafted Letters of Authorisation (LOA) for electronic devices
  • Updated antivirus software for Intelligence branch laptops to mitigate cyber threats
  • Prepared detailed maps to support military exercises
  • Conducted surprise security audits across units, identifying vulnerabilities and reporting breaches to the Chief Armour Officer
  • Onboarded the next batch with step-by-step guides to ensure continuity of operations

Provided attentive front-of-house service by greeting guests, seating parties, taking orders, and ensuring timely, accurate delivery throughout their dining experience.

Education

Achievements
  • Dean’s List AY23-24, AY24-25
  • Top student for Foundation of Cybersecurity
CCAs
  • Volleyball — Inter Faculty Games 2nd place
  • Whitehat Society member
  • .hack member
  • ACE member (2025)
CCAs
  • Photography club
CCAs
  • Canoeing / Dragonboat
    • National junior canoeing team
    • Finals for 3 consecutive years in K1 (C division), K2, K4 (B division)
    • Bronze in DBS regatta dragonboat competition C division

Certificates

Google Cybersecurity Professional Certificate badge

Google Cybersecurity Professional Certificate

Google / Coursera

Covers security foundations, risk management, network defense, Linux/SQL essentials, incident response, and hands-on labs with SIEM tooling.

View Credential
Cybersecurity Hacking Fundamentals Certificate badge

Cybersecurity Hacking Fundamentals Certificate

SMU

School-issued certificate covering core offensive security fundamentals.

View Credential

External Links

GitHubLinkedInDevpostEmail