Experience & Approach
I help teams ship tools and routines that make teaching more accessible, inclusive, and evidence-informed. My work spans K-12 schools, universities, and research networks across Asia, Europe, and the Middle East.
- Designing and rolling out lecture capture, captioning, and video guidance at scale.
- Building AI helpers, dashboards, and workflows that keep people in control.
- Coaching staff through inclusive analytics, feedback loops, and classroom adoption.
I keep projects practical—co-design with staff, test with learners, validate with data, and document the playbook for reuse.
