Low-Carbon Data and ML: An Engineer's Framework for Sustainable Pipelines and Models
A tactical playbook for engineers and founders to reduce the carbon and cost of data and ML through design, tooling and business models.
Latest
The Circular Hardware Playbook: Sustainable Business Models for Long‑Lived IoT and Renewable Equipment
How to design hardware-first, circular business models that extend product life, retain value, and scale sustainably.
Designing Longevity: Modular Hardware-Software Frameworks for Long‑Lived Off‑Grid IoT and Renewable Installations
How to design modular, upgradable, and commercially sustainable IoT and renewable installations that remain serviceable for decades.
Operational Resilience for Edge AI in Remote Renewable and Agricultural Systems
Design resilient edge AI systems that operate reliably off-grid, scale sustainably, and support viable business models for renewables and precision agriculture.
Edge-to-Field Framework: Building Sustainable, Profitable IoT Solutions for Regenerative Agriculture
Design IoT systems and business models that reduce energy use, extend hardware life and deliver outcome-based value to farmers.
Operational Carbon Accounting for Cloud-Native Systems: Practical Frameworks, Tooling and Business Models
Measure, manage and monetise the operational carbon of cloud-native systems with pragmatic frameworks and tooling.
Sustainable Data Lifecycle Management: Practical Frameworks to Shrink Storage Footprint and Cost
Design data lifecycles that reduce cost, carbon and operational risk with governance, automation and technical controls.