Singapore
I’m currently researching and building AI for recommendation systems at Huawei.
Researching and building novel deep learning techniques for advertising AI systems
Evaluated various state-of-the-art deep learning architectures on over 9000 hours of memory-intensive (>10,000 step sequences) motion data from Duchenne Muscular Dystrophy patients. Developed and evaluated a novel memory-efficient S4 architecture and pretraining method, demonstrating improved generalisation ability compared to established baselines.
Pioneered the development of a resume recommender system using large language model frameworks deployed on AWS, subsequently adopted company-wide to support a goal of 4x growth in employee headcount within 3 years. Conducted prototype demonstrations and gathered product requirements from various department heads and recruiters, leading to widespread user adoption upon production release. Led an interactive workshop on language model frameworks to over 20 colleagues from various departments.
Created a 90-95% accurate monthly sales forecast model in R, migrated the company's data reporting format to a business intelligence platform using SQL, and performed exploratory data analysis using Python to develop sales strategies, boosting several poorly-performing products' sales by 10% monthly over 2 months.
Managed SEO projects for 2 new websites in different countries: Mama's Choice Singapore and Thailand. Coordinated with website developers and graphic designers. Created quarterly SEO project calendars for each website to ensure that key targets were reached on time. Used an average of $800 in monthly social media boosting budget to grow social media followers by well over 200% in less than a year. Created relevant and engaging social media content for 3 social media accounts based in Singapore, Malaysia and Philippines. Created a Singapore social media strategy for 2021. Created and ran an SEO course to impart key SEO skills to regional staff members.
Organised social media launch of a brand of FMCG products (Mama's Choice) in Singapore. Planned branding initiatives, giveaways and hashtag campaigns. Performed biweekly SEO and user-experience audits to relay feedback to the software development team.