Experience

Thistle

• United States
• Food and Beverage Services
• 100 - 200 Employee

• Senior Data Scientist

  • Aug 2022 - Present

  • Thistle empowers customers to get and stay healthy while building towards a sustainable food system. • Thistle empowers customers to get and stay healthy while building towards a sustainable food system.



abillion

• Singapore
• Technology, Information and Internet
• 1 - 100 Employee

• Senior Data Scientist

  • Jan 2022 - Jul 2022

• Data Scientist

  • Oct 2020 - Jan 2022

  • abillion is a global review and discovery platform for users who are interested in pursuing a sustainable lifestyle.• Collaborated with key product, engineering and business stakeholders to deliver ML-driven app features, product analysis and business intelligence insights. • Designed recommendation system for surfacing personalized content to over 330k users.• Optimized push notification strategy to increase open rate by an estimated 46%. • Implemented multi-label classifier to enrich proprietary dataset with an additional 710k labels with over 85% precision.• Managed abillion data blog and authored industry reports using proprietary data, highlighting macro trends in conscious consumerism and sustainability. Show less



Imperial College London

• Research Services
• 700 & Above Employee

• DLA Piper Data Analytics Scholar

  • Nov 2019 - Aug 2020

  • One of two students awarded scholarship to lead data science consulting projects alongside studies • Deployed natural language processing techniques to extract model features from over 40,000 pages of legal documents for use in risk prediction and analysis. • One of two students awarded scholarship to lead data science consulting projects alongside studies • Deployed natural language processing techniques to extract model features from over 40,000 pages of legal documents for use in risk prediction and analysis.



Goldman Sachs

• United States
• Financial Services
• 700 & Above Employee

• Software Engineer

  • Jul 2016 - Mar 2019

  • Developed an end-to-end portfolio management application for the GSAM Credit Alternatives group, covering deal origination, opportunity evaluation, funding, performance monitoring and investor relations under one unified platform • Implemented CRM integration, document management, workflow automation and report generation to assist with automating business processes and reducing operational risk. Web application was built using Angular 6, Scala, MongoDB, Gradle and Spring MVC. • Collaborated with business users on a daily basis to define and prioritize technical requirements and create tools to drive investment decisions Show less