Peace Hunter
Top Finalist in the Artlist Studio Challenge
Co-creator Marco Ibrahimo
Watch the short moviePersonal portfolio · Partner, Engaging Boost
Creative Strategy & Brand CommunicationAI Workflows & Systems ThinkingIndependent Product Development
I began in creative communication at SPiQ, where I was an early partner and worked across strategy, copywriting and client relationships for local and international brands.
My work later took me into international logistics, where I saw how much depends on clear communication between teams, partners and operations. That experience sharpened my interest in systems and technology, particularly the everyday problems that better workflows could solve.
Today, I bring those perspectives together through creative work and the independent products I'm developing.
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Top Finalist in the Artlist Studio Challenge
Co-creator Marco Ibrahimo
Watch the short movieMy experience across creative work and real-world operations shapes how I approach product development: understand the problem, work with existing processes, and build practical solutions.

Freight-tech: Shipment Communication Intelligence
An independent freight-tech product exploring how teams can turn fragmented shipment updates, exceptions and handovers into clearer, client-ready communication.
As Founder & Product Lead, I lead product discovery, workflow design, functional requirements, UX decisions and prototype development.
Pre-launch · Prototype development

AI-assisted Construction Estimating
An independent product exploring AI-assisted estimating for construction and renovation professionals, built around their existing budgeting methods and keeping human review at the centre.
As Project Initiator & Automation Design Lead, I focus on process discovery, functional design, automation requirements, workflow architecture and structured validation.
Pre-launch · Prototype development
Practical solutions I developed independently for the challenges in my own operational work.
Personal initiatives, not official Manica systems or company-wide implementations.
Source documents
Follow the shipment
Establish the starting point: the loaded quantity and origin documents.
The Automation Foundry Method (AFM) guides how I research problems, understand existing processes, develop prototypes and validate their usefulness.