From Data to Decisions

Research

Research Focus

How data science, forecasting, and strategy come together in my teaching and consulting.

An overhead shot of a light birch dining table repurposed as a late-night workspace, illuminated by a single warm pendant lamp that creates a focused pool of light. On the table, a slim laptop shows a clean time-series forecast chart, while a spiral-bound notebook is filled with handwritten scenario notes and simple decision trees. To one side, a neatly arranged set of baby bottles and a small digital baby monitor with its screen softly glowing suggest family responsibilities nearby. The surrounding room falls into gentle shadow, emphasizing the illuminated work area. The composition is centered and balanced, with photographic realism and a contemplative, dedicated mood that highlights the intersection of data science, business decisions, and parenthood.
A meticulously arranged whiteboard wall in a contemporary office, covered with colorful but orderly forecast plots, probability distributions, and decision trees drawn in fine-tipped markers. Magnetic data printouts and neatly aligned sticky notes in muted tones frame the central chart showing a clear upward trend. Overhead LED panel lights cast even, soft illumination, eliminating harsh shadows and highlighting the glossy whiteboard surface. The scene is captured at eye level with a wide lens, emphasizing the breadth of information while maintaining legible detail in the center. The atmosphere is analytical and strategic, suggesting a space where data is translated into business decisions. Photographic realism with a clean, modern style and balanced composition using the rule of thirds.

From Data to Strategic Decisions

I work at the intersection of forecasting, predictive analytics, and business strategy, helping organisations turn noisy data into clear, defensible decisions, with a special focus on Asian markets, demand planning, and practical tools managers actually use.

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About

Selected Research and Publications

A snapshot of journal articles, industry projects, and working papers on forecasting, predictive analytics, and data-informed strategy, highlighting collaborations from Hong Kong and beyond.

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A meticulously arranged whiteboard wall in a contemporary office, covered with colorful but orderly forecast plots, probability distributions, and decision trees drawn in fine-tipped markers. Magnetic data printouts and neatly aligned sticky notes in muted tones frame the central chart showing a clear upward trend. Overhead LED panel lights cast even, soft illumination, eliminating harsh shadows and highlighting the glossy whiteboard surface. The scene is captured at eye level with a wide lens, emphasizing the breadth of information while maintaining legible detail in the center. The atmosphere is analytical and strategic, suggesting a space where data is translated into business decisions. Photographic realism with a clean, modern style and balanced composition using the rule of thirds.

Insights

Deep dives connecting academic research with real-world decisions.

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  • 今日開張啦-希望將祝福帶給身邊嘅人。

    chan kenneth

    呢個係我個網站嘅第一個post，其實一直以來都想做一個網站，去分享一下我寫過嘅，教過嘅，著作過嘅，研究過嘅，有興趣過嘅同埋思考過嘅。琴日太太問我，我想整個網站嚟做乜？呢一條值得深思嘅問題，其實我最想藉住呢個blog去祝福別人，尤其係身邊嘅人，將我所知所想嘅同佢哋分享。 然後諗到一條好現實嘅問題，個個都話寫blog可以賺錢，我應唔應該都學吓呢?最後我俾自己嘅答案係，如果呢個blog可以賺錢無妨，但係作為一個高級講師，我相信我係唔缺錢嘅。畢竟大學嘅人工都夠cover我嘅需要，所以有得賺，就當係bonus。冇，亦不要緊。當然，如果大家有乜嘢好建議，歡迎留言話我知。 至於具體要點樣做，暫時係冇方向嘅。 第一個諗法，就係將自己每個星期教過嘅，寫過嘅，做過嘅簡介po上呢度，當然自己冇嘢做嘅時候啲無聊嘅思考都會寫埋落嚟。同大家分享一下。畢竟個blog嘅終極目標係，去祝福到別人。當然，如果大家有咩topic，覺得有趣，歡迎話俾我知。 第二個目標，就係學識好好營運一個Media，好有可能我退休之後，就係我生活嘅其中一個寄託。雖然將會有好多唔嘅嘢要去發掘點樣處理，但係我相信係值得嘅。 Read more.

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