I am a cross-border commercialization and operations executive with a career spanning HSBC, Citibank, Concentrix, and TROLLEE. As COO of TROLLEE, I personally led smart retail opportunities from first customer contact to commercial scale, covering relationship building, pitch strategy, solution design, presentation development, executive negotiation, POC launch, pilot success, commercial conversion, and large-order expansion. I drove the globalization of integrated retail technology solutions including smart carts, digital twins, avatar-based service, AI customer service, AI agents, and indoor positioning.
I built flagship international accounts across Fair Price Singapore, AEON Malaysia / Hong Kong / Japan, Checkers South Africa, and The Mall Group Thailand, while leading multi-time-zone teams and complex software-hardware delivery programs. My core competencies include global GTM and market entry, complex B2B deal closing, POC-to-commercial conversion, C-level client engagement, AI solution packaging and pricing, retail technology commercialization, PMO and cross-functional leadership, software-hardware delivery, strategic account expansion, and multi-country operations.
Throughout my career, I have generated over $10M revenue growth through global commercialization of retail technology solutions. I have led 60 cross-functional team members across sales, product, engineering, supply chain, and support. I have won and developed 5+ flagship international retail groups into strategic accounts and maintained end-to-end ownership from first meeting to POC, commercial rollout, and expansion.
I hold PMP and PMI-ACP certifications and have a pending First Inventor Patent for a method, device, medium, and computer equipment for precision marketing based on location. I demonstrate the ability to turn frontline business insight into protectable technology assets and differentiated product logic.
I am open to remote roles and freelance/fractional consultant engagements. I combine the revenue drive of top-tier international banking with the operating rigor of global service organizations, translating frontier AI and retail technology into landmark cross-border commercial wins.
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Led company-level global expansion and monetization, scaling an emerging business line from zero revenue to more than US $10 million and managing a cross-functional team of approximately 60 people. Owned the full commercial lifecycle for major smart retail accounts including trade show prospecting, first meetings, trust building, solution framing, PPT creation, executive presentations, commercial negotiation, POC launch, pilot validation, commercial conversion, and expansion orders. Built and commercialized a full-stack smart retail portfolio spanning smart carts, digital twins, avatar shopping guidance, AI customer service, AI agent operating assistants, and high-precision indoor positioning. Won and developed flagship international accounts including Fair Price Singapore, AEON Malaysia, AEON Hong Kong, AEON Japan discussions, Checkers South Africa, and The Mall Group Thailand. Designed repeatable commercial models and pricing frameworks linking AI capabilities to measurable retail outcomes such as loss prevention, conversion uplift, operational efficiency, and customer engagement. Built an end-to-end cross-border delivery framework covering hardware production, logistics and customs, SaaS deployment, AI adaptation, POS integration, and overseas store implementation, ensuring high-quality execution in multi-country environments. Worked closely with engineering using agile methods to accelerate localization and customer-specific enhancements, including multilingual adaptation and market-specific feature delivery.
Managed large-scale service operations and global delivery standards for multinational client programs, with responsibility for SLA achievement, KPI governance, staffing, and productivity improvement. Led large cross-functional teams and implemented workforce planning, performance monitoring, and incentive mechanisms to improve output and retention. Built SOP and QA structures for complex service environments, reducing operational risk and raising delivery efficiency through process standardization. Partnered directly with senior client stakeholders in QBRs and account reviews, delivering data-based recommendations that strengthened satisfaction and renewal outcomes.
Led frontline sales execution under demanding compliance and performance standards, consistently exceeding personal and team targets in wealth management and financial product sales. Developed and managed relationships with high-net-worth individuals and corporate clients through consultative selling and tailored financial solutions. Coordinated with risk, compliance, and back-office functions to deliver time-sensitive transactions while maintaining strict regulatory alignment.
Built an early-career track record as a top-performing frontline sales professional with strong commercial instinct, client empathy, and product fluency. Maintained leading sales performance in the region and received multiple internal sales recognitions. Mentored new hires, refined sales scripts and follow-up approaches, and improved ramp-up speed for new team members in a high-pressure sales environment.
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