From Data to Decisions

Projects

Portfolio

Selected forecasting and analytics work applying data science to everyday strategic and operational decisions.

A warmly lit living room scene focused on a sturdy wooden coffee table holding an open laptop displaying a tidy Jupyter notebook filled with forecasting code and annotated plots. Next to the laptop, a few colorful wooden building blocks are scattered beside a neatly stacked set of children’s picture books, hinting at recent play. A soft, neutral-toned sofa and a bookshelf with organized boxes and toys blur gently in the background. Late afternoon sunlight filters through sheer curtains, casting a golden glow and long, soft shadows across the table. Captured from a slightly elevated angle with shallow depth of field, the mood balances professional concentration with the gentle chaos of family life. Photographic realism, cozy and relatable yet orderly.
A sleek, modern wooden desk viewed from a slightly elevated angle, its surface organized with a slim laptop displaying a colorful forecasting dashboard, a graphite notebook open to neatly sketched time-series graphs, and a black fountain pen resting diagonally. Behind the desk, a large window reveals an out-of-focus city skyline at dusk. Cool, diffused natural light from the window mixes with a warm desk lamp, creating subtle reflections on the laptop’s metallic body and gentle shadows under the notebook. The mood is focused and professional yet calm, emphasizing analytical clarity. Photographic realism with a clean, minimalist aesthetic, shallow depth of field keeping the desk items in sharp focus while the background melts into a soft bokeh.

From Data to Decisions

Explore real projects that turn uncertain data into confident decisions, from demand forecasts to pricing and customer analytics, helping organisations in Hong Kong and beyond connect rigorous models with practical, measurable business impact.

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A close-up, eye-level shot of a dark charcoal tablet on a light oak table, its high-resolution screen showing an interactive predictive analytics dashboard with multi-colored time-series lines, uncertainty bands, and clear KPI tiles. Beside it, a small stack of business reports bound with minimalist covers, and a ceramic cup of green tea emitting a faint wisp of steam. Soft morning sunlight enters from the left, creating gentle highlights on the tablet’s beveled edge and subtle shadows of the cup’s handle, while the background fades into a blurred office interior. The mood is calm, precise, and forward-looking. Photographic realism, with shallow depth of field and a clean, data-centric composition that conveys thoughtful decision-making.
A sleek, modern wooden desk viewed from a slightly elevated angle, its surface organized with a slim laptop displaying a colorful forecasting dashboard, a graphite notebook open to neatly sketched time-series graphs, and a black fountain pen resting diagonally. Behind the desk, a large window reveals an out-of-focus city skyline at dusk. Cool, diffused natural light from the window mixes with a warm desk lamp, creating subtle reflections on the laptop’s metallic body and gentle shadows under the notebook. The mood is focused and professional yet calm, emphasizing analytical clarity. Photographic realism with a clean, minimalist aesthetic, shallow depth of field keeping the desk items in sharp focus while the background melts into a soft bokeh.

Services

Apply these methods to your organisation through tailored workshops, executive training, and forecasting or predictive analytics consulting, aligning models with your data, teams, and strategic goals across Hong Kong and regional markets.

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    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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