The people behind Bokkas

Founder & AI Strategist

Built Bokkas from the ground up as a Sydney-based AI consultancy serving businesses across Australia. Designs and delivers AI automation systems, strategic roadmaps, and custom AI development for clients across retail, healthcare, logistics, finance, and professional services.

Representative projects include: deploying AI content engines for e-commerce clients that produce 200+ product listings per week; building AI-powered intake and documentation workflows for healthcare providers; developing custom chatbot and internal assistant tools; and running AI strategy workshops for corporate teams across Sydney and Melbourne.

Innovation Manager

Advises on the intersection of AI and commercial space, covering AI-driven satellite data analysis and autonomous mission planning to the use of large language models in space systems engineering. Works to build frameworks that help the broader Australian space sector adopt and benefit from AI-native tooling, rather than being left behind by it.

Brings a policy-aware perspective: understanding where Australia sits in the global space economy and what AI governance structures will be needed as the sector matures.

Innovation Manager, NSW Division

Contributes to UNAA's work on digital sovereignty, AI ethics, and the responsible adoption of emerging technologies in international development and humanitarian contexts. Advises on how AI tools can be deployed in ways that align with sustainable development goals and protect populations in vulnerable contexts.

This role sharpens Kolin's thinking on the governance dimensions of AI: questions of access, bias, transparency, and control that most commercial AI consultants don't engage with but that responsible AI adoption demands.

Intelligence Analyst: OSINT & Signals

Worked in open-source intelligence (OSINT) and signals analysis, building systems that aggregate, filter, and interpret large volumes of unstructured data to surface actionable intelligence. The experience gave Kolin a foundational understanding of how information processing systems behave under real-world conditions, and where they fail.

Built and maintained internal tooling that automated intelligence aggregation pipelines, an early form of what is now standard automated workflow design. Developed frameworks for adversarial threat detection and digital risk profiling that now inform how Bokkas approaches security for its clients.

Industry Engagement: Electric Vehicles & Energy Transition

Engaged deeply with Australia's electric vehicle and clean energy industries during a pivotal period of transition. Attended and participated in eMobility LIVE, Australia's leading EV and fleet electrification event, exploring how technology is reshaping the energy value chain: from smart charging and grid load forecasting to data-driven fleet management, predictive maintenance, and automated demand response systems.

Developed expertise in how innovation intersects with the energy sector's operational challenges: the complexity of distributed energy resources, the data density of smart grid infrastructure, and the optimisation problems in EV charging logistics that modern systems are uniquely positioned to solve. This background informs Bokkas's work with energy-adjacent clients looking to build advanced tooling into their operational and commercial systems.

MBA: Innovation & Corporate Finance

Completed an MBA at UTS with a focus on Innovation Management and Corporate Finance, developing the commercial and strategic frameworks that underpin Bokkas's client work. The programme bridged emerging technology strategy with financial modelling and corporate decision-making, providing a rigorous foundation for advising businesses on technology investment and transformation.

Postgraduate Education: Aerospace & Maritime Systems Engineering

Pursued advanced engineering education in aerospace and maritime systems, extending structural analysis and systems design principles into complex, high-consequence operating environments. This grounding in systems engineering, fault tolerance, and multi-domain integration directly informs how Bokkas approaches the design of reliable, production-grade technology systems for clients.

Structural Engineering: Infrastructure & Built Environment

Worked in civil and structural engineering, contributing to infrastructure design, structural analysis, and project delivery across built environment contexts. This foundation in first-principles engineering, load analysis, and systems thinking shapes a core aspect of Kolin's approach: understanding how complex systems behave under stress, and what happens when they don't.

Undergraduate Degree: Structural Civil Engineering

Completed a Bachelor of Civil Engineering with a specialisation in structural engineering, studying structural mechanics, materials science, geotechnical fundamentals, and engineering project management. The discipline of applying mathematical rigour to real-world constraint problems, developed across four years of engineering study, remains a defining characteristic of Kolin's analytical approach.

Operations Partner: Lean & AI Integration

Leads Bokkas's operational transformation practice, bringing 17 years of lean methodology to AI-enabled workflow design. Works directly with clients to diagnose process waste, map current-state operations, and design AI interventions that eliminate bottlenecks rather than working around them.

Charlotte is the reason Bokkas's AI implementations deliver lasting results rather than expensive proof-of-concepts that gather dust. She builds the human capability and change management scaffolding that makes AI adoption irreversible.

Electronics Manufacturing: 56% Lead Time Reduction

Deployed a 12-week rapid improvement programme at an electronics manufacturer experiencing chronic delivery delays. Using value stream mapping, DMAIC, and targeted Kaizen events, Charlotte redesigned the production scheduling system, eliminated three major handoff failures, and restructured WIP management, cutting lead time by 56% and achieving a 70% output increase in the final four weeks of the engagement.

Now applies advanced production planning and predictive scheduling tools to similar engagements, enabling manufacturers to sustain improvements with data rather than manual oversight.

OEE Transformation: 58% to 77% in Production

Embedded within a pharmaceutical production facility to address equipment effectiveness and quality failures that were costing the operation millions in downtime and rework. Implemented Total Productive Maintenance (TPM) methodology, restructured the shift handover process, and built a real-time OEE monitoring system that gave supervisors visibility they had never had before.

The OEE improvement from 58% to 77%, a 19 percentage point lift, was achieved within a single production cycle. Charlotte now builds advanced TPM monitoring layers on top of this same methodology, enabling facilities to detect equipment degradation before it becomes downtime.

900-Person Safety Culture Transformation

Led a full-scale safety culture transformation programme across a 900-person energy and mining operation. This was not a compliance project. It was a behavioural and systems redesign that required changing how frontline workers reported hazards, how supervisors responded to near-misses, and how safety data flowed from the floor to executive decision-making.

Charlotte now integrates advanced innovation tools into safety management systems: anomaly detection in operational data, automated near-miss reporting workflows, and data-driven hazard pattern analysis that surfaces systemic risk before incidents occur. The same diagnostic rigour she applied to changing 900 people's behaviour now powers monitoring systems that operate at scale.

Operational Excellence: Defence Supply Chain & Maintenance

Delivered operational excellence programmes within defence manufacturing environments, some of the most demanding operational contexts in terms of quality requirements, audit obligations, and the cost of failure. Focussed on supply chain optimisation, maintenance planning, and production system redesign under strict regulatory constraints.

Built maintenance scheduling systems and inventory optimisation frameworks that are now enhanced with advanced predictive analytics, identifying parts failure windows and supply chain disruptions weeks in advance rather than hours before impact.

M&A Operational Due Diligence & $3M+ Cost Savings

Conducted operational due diligence for M&A transactions, assessing the true operational health of acquisition targets, identifying hidden cost structures, and quantifying the improvement potential that acquirers were paying for. Identified over $3M in cost savings across multiple engagements through process analysis, capacity modelling, and waste quantification.

This work developed Charlotte's ability to rapidly understand a business's operational state from the outside, a capability that translates directly to digital readiness assessments, where the goal is the same: see the system clearly, find the leverage, move fast.

Co-Founder: Sustainable Fashion

Co-founded PaletTheory, a sustainable fashion startup built on ethical sourcing and circular supply chain principles. Applied lean supply chain methodology to the challenge of making fashion production genuinely sustainable, not just in marketing language, but in material flows, supplier accountability, and end-of-life design.

Running a startup has added a commercial and entrepreneurial dimension to Charlotte's consulting work: she understands the constraints of early-stage businesses, the cost of complexity, and the importance of building systems that can scale with a business rather than requiring a replacement when it does.

Co-Founder & CTO

Leads engineering at Bokkas: technical architecture, infrastructure, and the security standards behind every client system. Aron brings security-firm discipline to commercial AI delivery, so the automations and AI tools Bokkas ships are engineered to production standard, with client data protected by design rather than by promise.

His experience building AI-assisted analysis tooling means Bokkas doesn't just configure off-the-shelf AI. When an engagement needs custom pipelines, integrations, or hardened infrastructure, Aron is the one who builds it.

Chief Technology Officer: AI-Assisted Security Auditing

Leads the entire technological direction of SigIntZero, a smart contract audit and Web3 security firm: architecting the internal tools and methodologies behind every audit, managing and mentoring the auditor team, and aligning technology strategy with business goals. Built the engineering practice behind Sentinel, an AI analysis engine that automates scanning and static analysis of smart contracts so human auditors can focus on complex vulnerabilities, and Tripwire, a 24/7 monitoring system that watches deployed protocols for governance attacks, oracle manipulation, and fund-flow anomalies with sub-30-second alerting.

Publishes analysis on AI-assisted auditing and major protocol exploits, working at the sharp end of the question Bokkas clients care about most: where AI genuinely outperforms manual work, and where humans must stay in the loop.

Co-Founder: Researcher & Software Engineer

Deep research and development in next-generation financial technologies: blockchain infrastructure, Web3 development, quantitative market analysis, and applied AI and deep learning. This is where Aron works hands-on with the model architectures and machine learning techniques that most consultants only read about.

The venture studio model means constant prototyping: taking an idea from research paper to working system, evaluating what the technology can genuinely do versus what it merely promises. Exactly the discipline Bokkas applies when assessing AI tools for clients.

Chief Technology Officer

Built a world-class suite of DeFi products for the Algorand blockchain as CTO: blockchain architecture and development across multiple chains, node management, cloud infrastructure, and day-to-day leadership of the technical team.

Shipping novel financial products on a live blockchain is engineering with no safety net. Every design decision is public, adversarially tested, and moving real value from day one. That experience shapes how Aron approaches production reliability for every Bokkas system.

Tutor, Mentor & Research Assistant

Five years tutoring, mentoring, and lab-supervising engineering students at UTS across electronics, circuits, and mechanical and mechatronic systems design, alongside an eighteen-month research assistant role.

Teaching complex engineering to people encountering it for the first time is a skill in its own right, and it's one Aron brings directly to Bokkas workshops and client handovers: the ability to make hard technical concepts land.

Co-Founder: Lead Software Engineer

Co-founded and led engineering for a SaaS platform that lets producers and brand owners, from start-ups to enterprises, uniquely tag and track physical products through the supply chain to the end consumer.

As a primary engineer: full-stack development of the administration dashboard and client-facing web applications, backend and database design, mobile application development, and DevOps. The complete lifecycle of a commercial product, built and operated end to end.