Education & Skills

Skills

Building AI systems and tools for cybersecurity.

Product practiceProduct Management

Turning analyst problems into clear product priorities, roadmaps, and delivery decisions.

  • Product strategy
  • Roadmapping
  • Prioritisation
  • Stakeholder alignment
AI systemsAgentic AI

Designing multi-agent workflows with defined tool access, guardrails, evaluation, and analyst oversight.

  • Multi-agent orchestration
  • Agent evaluation
  • Guardrails
  • Context engineering
Hands-on foundationTechnical Systems

Applying data science and machine learning to build scalable, maintainable cybersecurity systems and analyst tools.

  • Python logoPython
  • SQL
  • AWS logoAWS
  • Microsoft 365 logoMicrosoft 365
  • Apache Spark logoApache Spark
  • Apache Hadoop logoHadoop / HDFS
Domain expertiseCybersecurity Analytics

Specialising in threat hunting, cloud anomaly detection, and practical security operations.

  • Threat hunting
  • Anomaly detection
  • Splunk logoSplunk
  • Elastic logoElastic
  • Velociraptor logoVelociraptor

Tech stack

  • Agentic AI
  • LLMs
  • Python
  • SQL
  • AWS
  • Apache Spark
  • Splunk
  • Elastic
  • Microsoft 365

Education

Non-degree coursework

Sep 2019 – Mar 2020

CS246 Mining Massive Datasets — Grade: A
The Spirit of Entrepreneurship

Business Analytics

Aug 2017 – Dec 2020

Merit Scholarship
CAP: 4.66 / 5.00

GCE A-Level

Feb 2013 – Dec 2014

6 distinctions ยท 90 / 90 rank points
Vice-President, Public Address