aigaosheng / ai-gallery Goto Github PK

I'm currently a data scientist in an e-commerce company, working on interesting projects such as competitive intelligence, smart voucher, category prediction. I am interesting to develop efficient and robust productive systems. Before joining the current company, I'm leading a data science team (~5 members) in a media company, working on user profiling, news recommendation, news tag classification, media content view forcasting. Jumping into industry happened after 16-year researching & developing in a*star, Singapore as a research scientist. Just want to open eye on industry product development.

• Understaing assortment & price competitive of products in platform

• Personalized voucher recommendation

• Building personized ads recommendation system to improve CTR in media domai

• Predicting how many users will view media (news, radio, video) contents when published

• Tagging news with IAB taxonomy (customized) for English, Chinese, Malay & Hindu

• Acoustic model, language model + search engine + real-time system optimization

• Support mobile phone based audio search (product system developed for a tech company among BAT)

• Tagging image with semantic category

• Classify social media content as positive, neutral, and negative