CH 03 · Field plot
Field plot
A squad of fifteen skills: the XI in the field — the closer to the bat, the deeper I go — and four specialists padded up on the bench. Tap anyone to see where I used it.
AI strategy
Deciding where AI earns its keep — what to build, what to buy, what to kill.
Used in: Quidich Tracker, HyperView, Kairos
Computer vision
Tracking, detection and multi-camera systems that run live.
Used in: Quidich Tracker, HyperView, Kairos
Taking models live
From a notebook to real hardware at a real event, reliably.
Used in: Quidich Tracker, NIVEA Future You
Product leadership
Framing AI as products people adopt, for whom, and in what order.
Used in: Quidich Tracker, HyperView
GenAI & agentic systems
Agent-built software under strict verification, evaluation and cost control.
Used in: Truefill, Longshot, Goan Diaries OS
Live broadcast delivery
Graphics and data that go to air in real time — no second takes.
Used in: Quidich Tracker, HyperView, StiQy
Building AI teams
Hiring and running the engineers and researchers who ship it.
Used in: Quidich Tracker
Executive communication
Translating AI for boards, broadcasters and clients — including what it cannot do.
Used in: Kairos, Goan Diaries OS
Budget & build-vs-buy
Hardware, cloud and vendor calls that keep the numbers honest.
AI governance & risk
Evaluation discipline, failure modes and responsible-AI guardrails.
Multi-camera systems
Synchronised feeds, calibration and review across many cameras.
Real-time graphics
Overlays and plots rendered to broadcast deadlines.
Used in: Quidich Tracker, StiQy
Full-stack prototyping
Web, backends and tools built hands-on when speed matters.
Used in: Goan Diaries OS, NIVEA Future You
All capabilities
- AI strategy: Deciding where AI earns its keep — what to build, what to buy, what to kill.
- Computer vision: Tracking, detection and multi-camera systems that run live.
- Taking models live: From a notebook to real hardware at a real event, reliably.
- Product leadership: Framing AI as products people adopt, for whom, and in what order.
- GenAI & agentic systems: Agent-built software under strict verification, evaluation and cost control.
- Live broadcast delivery: Graphics and data that go to air in real time — no second takes.
- Building AI teams: Hiring and running the engineers and researchers who ship it.
- Data engineering: Pipelines and storage that keep live systems fed.
- Executive communication: Translating AI for boards, broadcasters and clients — including what it cannot do.
- Budget & build-vs-buy: Hardware, cloud and vendor calls that keep the numbers honest.
- AI governance & risk: Evaluation discipline, failure modes and responsible-AI guardrails.
- Multi-camera systems: Synchronised feeds, calibration and review across many cameras.
- Real-time graphics: Overlays and plots rendered to broadcast deadlines.
- Full-stack prototyping: Web, backends and tools built hands-on when speed matters.
- Client pitches & demos: Partner decks and live demos that win the work.