• Undertook qualitative and quantitative research focused on the carbon-neutral transition of supplychain in North America, aiming to identify associated potentials, drivers, and barriers.• Developed and maintained a comprehensive database aligned with GHG Protocol and CDPstandards, ensuring precise carbon accounting and reporting.• Modelled energy savings for recommendations through scenario analysis incorporating factorssuch as weather patterns and user behavior to assist user in achieving their achieve propertysustainability targets such as SBTi and Energy Star.• Performed cost-benefit analysis for renewable energy and electrification recommendations,including solar panels, battery storage, EV charging solutions, and heat pumps, to provide ROIinsights in project implementation.• Designed an advanced algorithm to project potential emission reductions and MarginalAbatement Cost Curves (MACCs), empowering users in strategy development and informeddecision-making processes.• Collaborated with management to optimize project deliveries in 10+ pilot programs by providingtechnical consultation and consistently evaluation on the success rate of algorithm.• Partnered with software developers and product manager to enhance the user interface (UX/UI)with precise user input and appropriated formats of data visualization for result dashboard.• Improved client engagement by refining user interfaces and questionnaires for non-professionalaudiences, ensuring clear communication of technical concepts.

• Offered professional support and technical consultation to clients, focusing on design and productselection related to power monitoring and optimization, efficiency enhancement, and electricvehicle (EV) charging solutions.• Managed over 15 projects annually, contributing to over 30% of team sales by driving sustainedgrowth and optimizing project outcomes.• Leveraged data from multiple platforms such as Salesforce and SAP to perform market analysis,monitor KPI achievement, and identify opportunities for expansion.• Facilitated seamless project deployment by coordination with internal and external stakeholders,ensuring alignment with project objectives.• Led internal Corporate Social Responsibility (CSR) activities with the objective of promotingEnvironmental, Social, and Governance (ESG) values and connecting with local communities.

- Designed extensive training scope and materials to deliver product training specifically in flip chip bonding machines - Authored user manuals with focus on operation, calibration and maintenance - Offered on-site support in machine operation at customer facilities