Skills
Tools and methods I use.
A practical inventory from product, architecture, and recent AI work — not a scorecard.
Skills
18
Category
All skills
Machine Learning
LLM Integration
GenAI Systems
Data Science
Product Management
Agile / Scrum
Stakeholder Alignment
Product Strategy
Event-Driven Architecture
API Design (REST/JSON)
Next.js / React
Python
System Integration
Power Automate
ServiceNow
Dynatrace / Monitoring
JIRA / Confluence
Tableau / Visualization
By category
4
AI & ML
4
Product
5
Technical
5
Tools
Strengths
Areas where I can contribute.
~80%
Estimated reduction in manual reporting time (AAHK LLM agent)
- LungLens — full-stack AI health literacy tool, live at lunglenshk.vercel.app
- AAHK LLM monitoring agent — Power Automate + Dynatrace + ServiceNow; product design and vendor delivery
- Writing on GenAI systems architecture and multimodal AI on Medium
- MSc coursework in data science, AI, and system design
Architecture & Integration
- API Design (REST/JSON)
- Event-Driven Architecture (Pub/Sub)
- Microservices & Serverless (Cloud Functions)
- System Integration (SAP Hybris, PSS)
Data & Messaging
- Solace Event Mesh
- SQL
- Generative AI (LLM Agents)
- Data Visualization
Methodologies
- Agile/Scrum
- SDLC
- CI/CD Pipelines
- Vendor Technical Evaluation
Tools
- Python
- Tableau
- JIRA
- Confluence
- Splunk
- Postman
Education
The Chinese University of Hong Kong (CUHK)
Master of Science in Information & Technology Management (MScITM)
Expected Q1 2027
Focus: Data Science, AI, System Design, Strategic IT Management
Lingnan University
Master & Bachelor of Philosophy
Certifications
- Solace Certified Event Driven Architecture Practitioner
- Project Management Professional (PMP)
- Professional Scrum Master (PSM I)
- Professional Scrum Product Owner (PSPO I)