Selected work · Maritime Logistics R&D
Client
CINEC Campus (Pvt.) Ltd.
Programme
Accelerating Higher Education Expansion and Development (AHEAD), funded by the World Bank and administered by Sri Lanka's Ministry of Higher Education
Engagement
Resource Person consultancy: strategy and AI-model architecture for a research-stage invention
Sector
Maritime Logistics / Higher Education R&D
CINEC had the idea, the funding, and the mathematical foundation. A method for optimising the exchange of empty shipping containers between competing shipping lines, proactively forecasting surplus and deficit across ports, identifying exchange opportunities, and calculating the mutual benefit each party would receive. The mathematics worked. The concept was sound.
What it did not yet have was a route from formula to commercial reality.
Container shipping is not a domain where elegant optimisation is enough. The parties that an exchange platform would need to coordinate (competing carriers, regional alliances, consortium members) operate in a market where cooperation and competition coexist uneasily. A system that ignored this would produce mathematically correct solutions that no carrier would adopt.
The engagement worked on that bridge.
The diagnosis identified the gap between the mathematical model and the institutional behaviour of the industry it was meant to serve. The strategic and AI-model architecture that followed was built around a single principle: every exchange proposed by the system had to produce a verifiable, mutual benefit: measurable, transparent, and visible to both parties before either committed. The platform proposes; the parties decide. Cooperation becomes a calculated transaction, not an act of trust.
The mathematics was already there. The work was making it real.