Spearheaded the development of innovative machine learning algorithms tailored to address challenges in areas such as recommendation systems, e-commerce, compliance, and risk data mining.Played a pivotal role in enhancing the company's business processes by integrating the Business Risk Integrated Control (BRIC) model, ensuring streamlined operations and optimized decision-making.Collaborated cross-functionally to understand domain-specific needs, translating them into efficient… Show more Spearheaded the development of innovative machine learning algorithms tailored to address challenges in areas such as recommendation systems, e-commerce, compliance, and risk data mining.Played a pivotal role in enhancing the company's business processes by integrating the Business Risk Integrated Control (BRIC) model, ensuring streamlined operations and optimized decision-making.Collaborated cross-functionally to understand domain-specific needs, translating them into efficient and scalable machine learning solutions, driving the company's digital transformation in the shipping industry.Recommendation Systems:Predicted shipping demand for optimal capacity & revenue.Improved port & warehouse efficiency by forecasting turnaround times.Enhanced supply chain transparency with real-time shipment visibility.Forecasted freight rates to guide financial institutions.e-Commerce:Set dynamic shipping prices and offered off-peak promotions.Identified prime warehouse sites using shipment and demographic data.Optimized packaging for cost & safety.Predicted e-commerce shipping revenue.Compliance - Payments:Upgraded AML & KYC monitoring, detecting anomalies and automating verifications.Automated payment reconciliation with invoice matching.Strengthened security with real-time monitoring & risk prediction.Risk Data Mining:Evaluated financial risks to foresee payment defaults.Gauged credit risks using company financials and trade trends.Anticipated liquidity challenges for shipping firms.BRIC:Predicted potential business risks using integrated data.Enhanced supply chain risk modeling with deep data insights.Formed hedging strategies for financial stability.Fine-tuned insurance plans based on operations & historical data. Show less

Direct the end-to-end management of the SAP Finance System, encompassing the SAP Finance module team, SAP technical team, SAP BW team, and the ESB (MW) team.Lead and mentor a diverse team of 25 professionals who are dedicated to supporting our finance system, ensuring seamless operations and optimal system performance.Collaborate closely with cross-functional teams to define product roadmaps, set clear objectives, and prioritize feature implementations based on business… Show more Direct the end-to-end management of the SAP Finance System, encompassing the SAP Finance module team, SAP technical team, SAP BW team, and the ESB (MW) team.Lead and mentor a diverse team of 25 professionals who are dedicated to supporting our finance system, ensuring seamless operations and optimal system performance.Collaborate closely with cross-functional teams to define product roadmaps, set clear objectives, and prioritize feature implementations based on business needs.Regularly liaise with stakeholders to gather feedback and ensure product developments align with the strategic direction of the organization.Drive continuous improvement initiatives, identifying areas of opportunity within the system, and implementing solutions that enhance efficiency and user satisfaction.Monitor key performance metrics, ensuring system uptime and responsiveness while managing any incidents or issues to resolution.Conduct regular team meetings to review progress, address concerns, and foster a culture of innovation and collaboration. Show less

Spearheaded the successful implementation of the SAP Treasury Payment project, partnering with key stakeholders from HSBC bank and customer CMA CGM.Fostered strong collaboration between internal teams and external partners, ensuring alignment of project goals, timelines, and deliverables.Established and managed the project timeline, setting milestones, and consistently tracking progress to ensure timely and on-budget delivery.Conducted regular stakeholder meetings to… Show more Spearheaded the successful implementation of the SAP Treasury Payment project, partnering with key stakeholders from HSBC bank and customer CMA CGM.Fostered strong collaboration between internal teams and external partners, ensuring alignment of project goals, timelines, and deliverables.Established and managed the project timeline, setting milestones, and consistently tracking progress to ensure timely and on-budget delivery.Conducted regular stakeholder meetings to provide updates, gather feedback, and address any concerns, ensuring transparency and alignment throughout the project lifecycle.Identified and mitigated potential risks, employing problem-solving techniques to navigate challenges and keep the project on track.Facilitated clear and concise communication across all project levels, from technical teams to executive leadership, ensuring everyone remained informed and engaged.Continuously monitored and ensured adherence to established quality standards, resulting in a seamless and efficient project implementation. Show less

Played a pivotal role in the system upgrade to SAP ECC 6 for UOB bank, Singapore, ensuring a seamless transition and minimal disruption to critical banking operations.Oversaw a team of technical experts, providing guidance and direction on system configurations, customizations, and integration points.Troubleshot and resolved complex technical challenges, drawing on deep SAP expertise and best practices to find efficient and effective solutions.Collaborated with… Show more Played a pivotal role in the system upgrade to SAP ECC 6 for UOB bank, Singapore, ensuring a seamless transition and minimal disruption to critical banking operations.Oversaw a team of technical experts, providing guidance and direction on system configurations, customizations, and integration points.Troubleshot and resolved complex technical challenges, drawing on deep SAP expertise and best practices to find efficient and effective solutions.Collaborated with functional teams to translate business requirements into technical specifications, ensuring that system developments meet user needs.Led training sessions for IT staff and end-users, ensuring a smooth adoption of the upgraded system and its functionalities.Managed project documentation, maintaining a comprehensive repository of technical designs, configurations, and change logs to support future maintenance and upgrades. Show less

Directed a comprehensive SAP implementation project for five community hospitals under the governance of the Ministry of Health (MOH) Singapore, enhancing their digital infrastructure with the SAP IS-H module.Managed the data migration team with a focus on meticulous planning, execution, and validation to facilitate a smooth transition from legacy systems to the SAP platform.Developed and executed a robust data migration strategy, ensuring data integrity, compliance with… Show more Directed a comprehensive SAP implementation project for five community hospitals under the governance of the Ministry of Health (MOH) Singapore, enhancing their digital infrastructure with the SAP IS-H module.Managed the data migration team with a focus on meticulous planning, execution, and validation to facilitate a smooth transition from legacy systems to the SAP platform.Developed and executed a robust data migration strategy, ensuring data integrity, compliance with healthcare regulations, and minimal downtime during the transition.Collaborated closely with hospital IT staff, clinical teams, and stakeholders to map out data fields, maintain data quality, and ensure accurate data transfer.Conducted comprehensive pre- and post-migration testing to validate the migration process, ensuring that all patient and operational data were accurately reflected in the new system.Monitored the data migration activities, swiftly addressing any issues to prevent data loss or corruption, and ensuring a high level of data availability and consistency.Prepared detailed documentation on the migration process, strategies employed, and lessons learned, setting a precedent for future implementation endeavors. Show less

Instrumental in orchestrating a full-scale SAP implementation for third-party logistics (3PL) tailored to the specific needs of Olympus Company.Entrusted with the end-to-end project lifecycle, from initial requirements gathering and system design to development, testing, and deployment.Pioneered the design phase by translating Olympus Company’s intricate 3PL requirements into actionable SAP solution blueprints, ensuring a custom fit for their logistical operations.Led a… Show more Instrumental in orchestrating a full-scale SAP implementation for third-party logistics (3PL) tailored to the specific needs of Olympus Company.Entrusted with the end-to-end project lifecycle, from initial requirements gathering and system design to development, testing, and deployment.Pioneered the design phase by translating Olympus Company’s intricate 3PL requirements into actionable SAP solution blueprints, ensuring a custom fit for their logistical operations.Led a cross-functional team in developing robust SAP functionalities that streamline logistics processes, enhance real-time visibility, and improve overall supply chain efficiency.Provided comprehensive training and post-implementation support to end-users, ensuring a smooth adaptation to the new system and empowering them to leverage its full suite of features. Show less

Played a key role in the groundbreaking SAP implementation of the Income Collection System (ICS) for the National University of Singapore (NUS), a project marked by its complete custom development from the ground up.Entrusted with the full project scope, from conceptual design through to development, testing, and successful deployment of the ICS, ensuring that the system was tailored to meet the unique financial operations of NUS.Drove the initial analysis phase, meticulously… Show more Played a key role in the groundbreaking SAP implementation of the Income Collection System (ICS) for the National University of Singapore (NUS), a project marked by its complete custom development from the ground up.Entrusted with the full project scope, from conceptual design through to development, testing, and successful deployment of the ICS, ensuring that the system was tailored to meet the unique financial operations of NUS.Drove the initial analysis phase, meticulously capturing and translating NUS's complex income collection requirements into a detailed system design that would streamline and enhance financial processes.Led the charge in custom SAP development, coordinating with a dedicated team of developers and analysts to create a robust, scalable, and user-friendly ICS platform. Show less

Integral core team member driving the international SAP rollout across multiple countries for MARS, a globally recognized chocolate company, showcasing a deep commitment to fulfilling stringent client requirements.Specialized in SAP FICO (Financial Accounting and Controlling) and SD (Sales and Distribution) modules, delivering custom developments that align with MARS's business processes and operational excellence.Played a pivotal role in the cross-border project execution… Show more Integral core team member driving the international SAP rollout across multiple countries for MARS, a globally recognized chocolate company, showcasing a deep commitment to fulfilling stringent client requirements.Specialized in SAP FICO (Financial Accounting and Controlling) and SD (Sales and Distribution) modules, delivering custom developments that align with MARS's business processes and operational excellence.Played a pivotal role in the cross-border project execution, adeptly navigating the complexities of international standards and diverse business practices to deliver a cohesive and efficient SAP solution.Collaborated with a diverse team of SAP experts, business analysts, and stakeholders to ensure a consistent and effective rollout strategy that met local and international business requirements.Led rigorous testing phases, including unit testing, integration testing, and user acceptance testing, to guarantee that each country-specific rollout met MARS’s exacting quality standards.Provided vital support during and after the go-live phases, ensuring smooth system adoption and immediate resolution of any operational issues, thereby minimizing downtime and business impact.Continuously monitored the system's performance post-implementation, fine-tuning processes and providing ongoing optimization to support MARS's dynamic business needs. Show less