EDWIN Tam
@edwintam
Data-driven leader specializing in analytics and marketing automation.
What I'm looking for
I am a data-driven leader with extensive experience in analytics and marketing automation. My proficiency in leveraging advanced data tools and machine learning techniques has enabled me to optimize strategies, improve performance, and support business growth. I excel at managing cross-functional teams and streamlining workflows in fast-paced environments, translating complex data into actionable business strategies that deliver measurable results.
In my recent role as an AI Data & Marketing Consultant, I created marketing data analysis plans and dashboards that increased lead generation by 10%. As a Senior Manager at Hypebeast, I led the creation of customer segmentation models that improved marketing efficiency, resulting in a 20% increase in campaign ROI. My leadership experience includes mentoring teams and collaborating with cross-functional groups to drive innovation across marketing and sales workflows.
Experience
Work history, roles, and key accomplishments
AI Data & Marketing Consultant
Various Clients
Jan 2023 - Present (2 years 4 months)
As an AI Data & Marketing Consultant, I improved LLM efficiency by 15% through prompt creation and developed marketing dashboards that increased lead generation by 10%. I also automated data analytics workflows, achieving a 70% reduction in time-to-insight.
Senior Manager, Data Analytics
Hypebeast
Aug 2020 - Jan 2022 (1 year 5 months)
Led the creation of customer segmentation models that improved marketing efficiency, increasing campaign ROI by 20%. Built interactive dashboards that reduced reporting time by 40% and directed a team to enhance customer retention by 15%.
Data & Digital Strategy Director
Construct Digital
Jan 2013 - Jan 2020 (7 years)
Led the development of a Data Centre of Excellence and implemented automated reporting tools, reducing manual efforts by 40%. Developed predictive lead scoring models that improved sales efficiency by 30% and drove 25% growth in client acquisition.
Freelance Copywriter & Content Editor
CNNGo, Time Out, iSh etc
Jan 2007 - Jun 2015 (8 years 5 months)
Created and edited content for diverse audiences in travel, lifestyle, and culture. Conceptualized and authored commissioned books, showcasing strong writing and editing skills.
Education
Degrees, certifications, and relevant coursework
National University of Singapore
Master of Technology, Applied AI and Knowledge Engineering
Master of Technology in Applied AI and Knowledge Engineering, focusing on advanced applications of artificial intelligence and knowledge engineering techniques.
National University of Singapore
Bachelor of Computing, Computing
Bachelor of Computing, providing a solid foundation in computer science principles and practices.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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