- Product-Led Growth (PLG) Team: Contributed to driving user acquisition, retention, and expansion by leveraging the product as the primary growth engine at Workato.- Developed Metrics Dashboard: Improved data workflow for documentation metrics dashboard using Google Analytics 4, Snowflake, and Sigma. Utilized the Workato platform for the data ingestion pipeline to identify and analyze usage rates by both customers and internal users.- Enhanced CI Workflow: Improved the PLG… Show more - Product-Led Growth (PLG) Team: Contributed to driving user acquisition, retention, and expansion by leveraging the product as the primary growth engine at Workato.- Developed Metrics Dashboard: Improved data workflow for documentation metrics dashboard using Google Analytics 4, Snowflake, and Sigma. Utilized the Workato platform for the data ingestion pipeline to identify and analyze usage rates by both customers and internal users.- Enhanced CI Workflow: Improved the PLG Documentation sub-team’s Continuous Integration process by integrating Reviewdog with automated linting and review tools, including 57 customized rules referenced from Google and Microsoft style guides, resulting in a more efficient code review process. Show less

• XNode is an innovation accelerator that supports startups and global MNCs in developing and scaling their businesses in the China ecosystem• Facilitated intrapreneurship Corporate Innovation program with client, identifying crucial market opportunities in China's mega-city clusters, in domains like autonomous vehicles and battery recycling• Conduct market validation assessment for incoming startups from Singapore and Germany, and identify strategic entry points into China's intricate… Show more • XNode is an innovation accelerator that supports startups and global MNCs in developing and scaling their businesses in the China ecosystem• Facilitated intrapreneurship Corporate Innovation program with client, identifying crucial market opportunities in China's mega-city clusters, in domains like autonomous vehicles and battery recycling• Conduct market validation assessment for incoming startups from Singapore and Germany, and identify strategic entry points into China's intricate tech ecosystem. Participated programs in partnership with Singapore Global Innovation Alliance and German Accelerator• Facilitated the organization of the China-Germany Innovation Night sharing event and orchestrated a Singapore Intern Immersion expedition to Zhangjiang Science City, often referred to as China's counterpart to Silicon Valley, to gain insights into the technology ecosystem Show less

- Analyzed extract, transform, and load process bottlenecks and spearheaded a project to implement an automated multi-label text classification system leveraging BERT transformers. The model proficiently predicts labels for extensive item descriptions. Developed a sophisticated frontend interface using React.js and a robust backend with Flask to seamlessly interact with the trained model.- Built internal data tool for web & image scraping to obtain public and proprietary datasets on scope 3… Show more - Analyzed extract, transform, and load process bottlenecks and spearheaded a project to implement an automated multi-label text classification system leveraging BERT transformers. The model proficiently predicts labels for extensive item descriptions. Developed a sophisticated frontend interface using React.js and a robust backend with Flask to seamlessly interact with the trained model.- Built internal data tool for web & image scraping to obtain public and proprietary datasets on scope 3 emissions and completing emission inventories Show less

- Supported the drafting and submission of post-event evaluation in consultation with the project lead- Assisted and co-drafted report as agreed with the client, guided by the lead consultant and co-facilitators- Documented key discussion points during participant discussions- Supported the development of workshop templates and tools as required (Miro)

• Improved pre- and post-award grants processes submitted by research institutes and institutes of higher learning • Created relational databases and data visualization dashboards for Industry Collaboration Projects funding initiatives

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