Operations Research Specialist

• Nov 2021 - Present

Data Scientist

• Apr 2021 - Present

Contributing Writer

• Dec 2020 - Present

Consultant

• Aug 2020 - Dec 2020

• Developed forecasting model to predict teacher supply and demand; analysed 1m+ observations and ran regression to establish relationships among variables with STATA and Scikit-learn using Python • Interviewed stakeholders to identify needs; tested prediction validity on the regional and county level; designed a user-friendly dashboard with Power BI to disseminate results and provide easy access • Developed forecasting model to predict teacher supply and demand; analysed 1m+ observations and ran regression to establish relationships among variables with STATA and Scikit-learn using Python • Interviewed stakeholders to identify needs; tested prediction validity on the regional and county level; designed a user-friendly dashboard with Power BI to disseminate results and provide easy access

Research Fellow

• May 2020 - Sep 2020

• Researched Vietnam’s electricity supply; collected 500+ power plants’ coordinates, fuel types, capacities, and commissioning years from multiple databases; published a repository with documentation of the processes • Modelled air pollution for fossil plants with Python and QGIS; analysed three locations affecting the most population; drafted policy recommendation for converting to renewable energy sources • Researched Vietnam’s electricity supply; collected 500+ power plants’ coordinates, fuel types, capacities, and commissioning years from multiple databases; published a repository with documentation of the processes • Modelled air pollution for fossil plants with Python and QGIS; analysed three locations affecting the most population; drafted policy recommendation for converting to renewable energy sources

Research Intern

• May 2020 - Aug 2020

• Assessed three countries’ data availability of 101 gender-relevant SDG indicators; reviewed metadata and methodology; identified proxies that can be constructed from existing and available data • Monitored national statistics offices’ website performance, search engine optimisation (SEO), traffic sources, and users and drafted plans for improving website traffic and data use • Conducted literature research on open data, collected and summarised resources, and published blog posts • Assessed three countries’ data availability of 101 gender-relevant SDG indicators; reviewed metadata and methodology; identified proxies that can be constructed from existing and available data • Monitored national statistics offices’ website performance, search engine optimisation (SEO), traffic sources, and users and drafted plans for improving website traffic and data use • Conducted literature research on open data, collected and summarised resources, and published blog posts

Co-Founder and Marketing Manager

• Jan 2018 - Jun 2019

Responsible for website maintenance, marketing, and logistics. Constructed website integrating sales, checkout, logistics, and review with WordPress. Designed content strategy, including curating content, engaging with communities, and growing followers. Created marketing campaigns on Facebook and Instagram, monitored campaigns and made adjustments accordingly, and analysed results and data to maximise the following campaign. Managed product distribution, shipping, and inventory. Responsible for website maintenance, marketing, and logistics. Constructed website integrating sales, checkout, logistics, and review with WordPress. Designed content strategy, including curating content, engaging with communities, and growing followers. Created marketing campaigns on Facebook and Instagram, monitored campaigns and made adjustments accordingly, and analysed results and data to maximise the following campaign. Managed product distribution, shipping, and inventory.

Marketing Consultant

• Aug 2016 - Jul 2017

• Identified potential partners for the project and put together the partnership as a team leader. Communicated with both team members and the business to establish a clear understanding of the goals and objectives. • Launched social media accounts and incorporated collaboration tools such as Slack, Buffer, and Asana to ensure information is accessible for everyone. Created content strategy, monitored competitors’ activities, and analysed results and identified areas of improvement. • Identified potential partners for the project and put together the partnership as a team leader. Communicated with both team members and the business to establish a clear understanding of the goals and objectives. • Launched social media accounts and incorporated collaboration tools such as Slack, Buffer, and Asana to ensure information is accessible for everyone. Created content strategy, monitored competitors’ activities, and analysed results and identified areas of improvement.

Team Consultant

• Sep 2016 - Mar 2017

• Designed and executed a project from scratch, including planning, marketing, fundraising, logistics, and final reporting as a team. Applied skills such as Adobe Photoshop, Adobe Lightroom, and Google Suite to create visual appealing content and improve overall workflow. • Developed fundraising proposal that integrated students’ families’ farm produce and raised over NT$70,000 in two weeks through crowd-funding platform and social media marketing and hosted a 4-day winter camp for the children. Show less

Community Outreach Intern

• Jun 2012 - Aug 2012

• Organised community outreach projects and assisted in day-to-day operation. • Planned fundraiser event, including project proposal, coordination with local business, and guest management, and raised over $2,000 in one night and expanded donor base. • Organised community outreach projects and assisted in day-to-day operation. • Planned fundraiser event, including project proposal, coordination with local business, and guest management, and raised over $2,000 in one night and expanded donor base.