Beyond the delivery record
How I operate.
The process, the numbers, and the background that shapes how I run a project.
Impact by the numbers
What the process actually changed.
The delivery blueprint
Four phases, never overlapping.
Where AI fits
Where I automate, and where I don't.
Automate
I deploy AI to accelerate the baseline: drafting initial sprint structures, summarizing lengthy client transcripts, producing first-pass SOPs, and auditing CMS schemas before a human review.
Command
Timeline negotiation, scope protection, QA sign-off and stakeholder relationships stay entirely human-led. AI builds the first draft; judgment decides what ships.
Full ecosystem
The same language as the team I'm managing.
Delivery & project ops
Design & production handoff
Analysis & AI
Background
What shapes how I lead.
Operational discipline
A National Cadet Corps background and completed endurance events - including a half marathon and a soldier-style timed race - built the focus and stamina I bring to sustained, high-stakes launches.
Cross-disciplinary thinking
A background in the biological sciences plus ongoing interest in architecture, finance, and policy - sharpened through Model UN - means I adapt quickly to new client domains, from SaaS to healthcare to the arts.
Global-remote readiness
Comfortable operating async across time zones by default, with the adaptability and steady pace that distributed teams need from whoever is holding the schedule.