Ka So

Assistant Business Analytics Manager at CASETiFY

Kowloon, Hong Kong, China
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Summary

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Ka So is an Assistant Business Analytics Manager based in Kowloon with 12 years of hands-on experience turning data into actionable business insights across retail, CRM, and operations. Proficient in Excel, SQL, VBA and Tableau, Ka has a track record of automating reporting, streamlining inventory and shipment checks, and improving forecasting and pricing through A/B testing. Past roles at CASETiFY, Nespresso HK, A.S. Watson and MTR demonstrate strength in KPI reporting, CRM analytics and cross-functional collaboration to drive revenue and efficiency. Ka’s work often focuses on reducing manual effort and human error—building VBA-driven pipelines that cut costs and boost data quality. A physics graduate from the University of Glasgow, Ka combines analytical rigor with practical process improvements, including novel sampling approaches to surface the most meaningful signals. Colleagues know Ka for spotting cannibalization risks and converting insights into measurable business outcomes.
code12 years of coding experience
job1 year of employment as a software developer
bookBachelor's degree, Physics, Second class, Bachelor's degree, Physics, Second class at 英國格拉斯哥大學
languagesChinese, English, Chinese
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Github Skills (104)

recommendation-system10
python10
deep-learning10
gpu10
cpp10
gpu-acceleration10
convolutional-neural-networks10
background-image10
numpy10
localization10
text-detection10
recommender-system10
neural-network10
gpt10
tensor10

Programming languages (6)

C++CSSCPythonCudaStylus

Github contributions (5)

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whitelok/pytorch

Mar 2024 - Jul 2026

Tensors and Dynamic neural networks in Python with strong GPU acceleration
Contributions:125 pushes, 2 branches in 2 years 4 months
whitelok/whitelok.github.com

Jul 2015 - Jun 2024

Contributions:153 pushes in 9 years
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