About Spectral Intelligence
Engineering leadership that builds and ships.
Spectral Intelligence provides hands-on engineering leadership and AI/ML expertise to organisations that need to move fast without sacrificing quality. We're not a consulting firm that delivers slide decks — we design, build, and ship production systems.
With over 15 years of experience spanning six industries — agritech, carbon accounting, pharmaceuticals, e-learning, marketing tech, and accessibility — we bring a wide technical toolbox and the ability to solve unfamiliar problems quickly.
Our recent work focuses on fine-tuning LLMs for structured output generation, building AI-driven automation pipelines, and managing the DevOps infrastructure that keeps these systems running reliably. We take full ownership of complex platforms, moving quickly from design to implementation.
Teams move faster with us in the room. We handle the hard parts, clear bottlenecks, and deliver end-to-end solutions — so founders can focus on growing their business.
Core Capabilities
LLM Fine-Tuning
Qwen, Llama, Mistral — training domain-specific models for structured, reliable output in production.
Reinforcement Learning
Self-learning systems that optimise decision-making through continuous feedback and reward signals.
AWS Architecture
SageMaker, Bedrock, Lambda, Step Functions — burstable infrastructure that scales with demand.
RAG & Vector Search
Retrieval-augmented generation pipelines that ground LLM responses in your actual data.
Computer Vision
Object detection, classification, tracking, and image processing for enterprise applications.
DevOps & MLOps
CI/CD pipelines, containerisation, monitoring, and infrastructure-as-code for reliable deployments.
Experience
AI & Automation Engineering
Building large-scale AI-enabled systems — data enrichment pipelines with generative AI, image processing, reinforcement learning, and burstable AWS architecture.
CTO / Tech Lead — Carbon Accounting SaaS
Hands-on technical leader for an enterprise platform. Led a team of high-performing generalists. Architected the solution to ISO 27001, SOC2 Type 2, and GDPR compliance. Implemented LLM-powered features with vector search and RAG.
Technical Lead — E-Learning Platform
Led engineering for a national online learning platform. Built ML pipelines for lead scoring, automated business processes, and managed full-stack development across Laravel, Python, and Salesforce.
Software Specialist & Solution Architect
Full-stack development, data clustering with AI/ML, computer vision architecture, and ERP system design. Concurrently served as Salesforce Solution Architect across pharmacy, financial, and not-for-profit sectors.
Senior Full Stack Developer — Major University
Led large-scale projects from conception to completion at a leading Australian university. Coached and mentored development teams while delivering enterprise applications.
Education & Credentials
Certifications
Based in Queenstown, New Zealand
Available for remote engagements globally. Open to contract, fractional, and permanent roles.
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