I help founders, CTOs, and engineering leaders strengthen architecture, modernise delivery, and adopt AI in ways that increase throughput without increasing chaos.
Technology executive, architect, and hands-on engineering leader with 20+ years of experience across startups, scale-ups, deep tech, and complex software platforms.
About
I help companies solve hard technology problems properly.
Over the last two decades, I've worked as a CTO, CPTO, Head of Technology, Head of Engineering, architect, and lead engineer across environments ranging from early-stage startups to fast-scaling businesses and deep-tech systems where correctness matters more than presentation.
What sets my work apart is that I operate comfortably at both levels: I can shape executive technology strategy, architecture, and delivery direction, and I'm close to the code so my technical decisions stay grounded in reality.
I’ve spent a large part of my career designing complex software systems, modernising architectures, and helping engineering teams make better decisions under real delivery pressure. That combination of architectural judgement and hands-on technical depth is often what organisations are actually missing.
I’ve spent a large part of my career designing complex software systems, modernising architectures, and helping engineering teams make better decisions under real delivery pressure. That combination of architectural judgement and hands-on technical depth is often what organisations are actually missing.
More recently, a major focus has been AI-enabled engineering uplift: introducing AI-first development workflows, controlled use of coding agents, and stronger operating models for teams that want real leverage from AI rather than superficial tool adoption.
My view is simple: most AI transformations amplify what is already there. If the underlying engineering system is weak, AI accelerates noise. If the system is strong, AI can materially improve throughput, quality, and execution speed.
That’s why my work is not about hype. It’s about building the architecture, technical foundations, and engineering discipline required to make modern software organisations perform at a higher level.
Services
For companies that need senior technical leadership, stronger execution, and sharper architectural judgement without committing to a full-time executive hire.
Best fit: Founder-led companies scaling beyond their original architecture, teams with delivery drag or technical ambiguity, and organisations moving from outsourced development to internal capability.
For engineering organisations that want to adopt AI seriously — with measurable gains, controlled risk, and an operating model that scales.
Best fit: Teams under pressure to “do AI” properly, organisations seeing scattered or inconsistent usage, and leaders who want leverage rather than experimentation theatre.
Engagement formats
Approach
The goal is not more AI activity. The goal is a stronger engineering system.
I assess the actual system: architecture, delivery workflow, engineering bottlenecks, organisational shape, and how AI is currently being used.
I define a practical target state — operating model, architectural direction, workflow changes, guardrails, and a roadmap that fits your business reality.
I work directly with leadership and engineering teams to introduce the right changes, whether that means platform redesign, delivery improvement, team restructuring, or AI workflow rollout.
I help make the gains hold: governance, quality control, observability, and capability uplift so the system becomes stronger rather than more fragile.
I'm not there to create dependency. I'm there to help you build a system that performs better after I leave.
Experience
Introduced AI-first development workflows in controlled feedback loops while helping build internal engineering capability and modernise platform delivery.
Led the transition from a service-led model to a more product-driven operating model. Architected a modular Kubernetes-based platform, automated provisioning, drove cybersecurity uplift, and reduced operational drag across the stack.
Led technology through a period of extreme scale, with the business achieving over 13,000% revenue growth and Deloitte Fast 500 APAC #1 recognition. It was the kind of environment where architecture, execution, and leadership all get stress-tested at speed.
Re-architected a mathematically intensive qPCR platform into a Python microservices system with a React front end, achieving benchmark-beating accuracy and production readiness.
Led product and technical execution from concept to MVP, helping shape the platform from an initial founder idea into a more complete due diligence product.
Worked across multiple client environments in senior technical and leadership capacities, supporting architecture, execution, and strategic technical decision-making.
Technology stack
The platforms, languages, and infrastructure I work with most often.
Education & certifications
Formal training backed by long-running hands-on delivery work.
Master's degree in Computer Science & Mathematics
Writing
I write about AI engineering maturity, coding agent workflows, platform design, and what serious AI adoption looks like in real delivery systems.
My recent posts and short-form writing live on LinkedIn.
View my recent LinkedIn activityContact
If you need senior technical leadership, AI transformation guidance, or help fixing the engineering system underneath your delivery problems, get in touch.
I work with companies that want practical outcomes: stronger architecture, better execution, and AI adoption that stands up in the real world.