After the Trillions Evaporate: Rethinking Valuation in the AI Era
萬億蒸發之後:AI 時代的估值再思
Corporate valuation and transaction advisory in Hong Kong — paired with data systems and AI-assisted research.
I'm a Hong Kong–based valuation and transaction-services practitioner, chartered across finance and surveying — CFA, CAIA (alternative investments), MRICS (chartered surveyor), FCPA (CPA Australia), and CESGA (ESG analysis). I'm currently with Moore Transaction Services Limited.
My work spans corporate valuation, M&A, and capital-markets transactions. I authored "Mineral and Petroleum Companies in Hong Kong — A Practitioner's Guide" (2010), covering the listing, transaction, technical, and valuation requirements for the sector.
This site is my professional hub and a home for open research. The flagship project below applies an automated, AI-assisted pipeline to Hong Kong M&A disclosures — extracting and verifying Discount for Lack of Marketability (DLOM) and Control Premium figures directly from HKEX circulars.
Languages English · Cantonese · Mandarin · Japanese
An automated, AI-assisted pipeline that extracts Discount for Lack of Marketability and Control Premium figures straight from HKEX Notifiable-Transaction circulars. Below is a preview of the 2026 Q2 slice.
I write on valuation, capital markets, and corporate strategy for The Enterprise Voice and HSBC Business Go — the same pieces, across two platforms.
萬億蒸發之後:AI 時代的估值再思
估得出價值,守不住又如何?——跨境知識產權的爭議解決
訴訟估值:資本市場隱性價值的終極仲裁者
知識產權資產化:頂層估值邏輯驅動企業資本市場戰略躍升
A rolling set of applied-AI experiments — across markets, deals, media, and hardware.
A deal command center that ingests deal emails, AI-extracts the financials, and runs the pipeline — dashboards, contact matching, and outreach.
AI + algorithmic trading for Hong Kong stocks and derivatives (warrants / CBBC), blending quantitative signals with LLM reasoning.
HKJC horse-racing analysis using probability modelling, behavioural analysis, and systematic strategy research.
A contact-intelligence database that profiles and tags email contacts to power warm-introduction matching.
Benchmarking local large language models for speed and accuracy — private, offline inference on the desktop.
Claude-driven video editing: automatic silence cuts, bilingual subtitles, titles, and B-roll from a raw clip.
A local dashboard tracking prints, filament spools, models, and calibration for a Bambu Lab printer + AMS.
This site — a personal hub and open research dashboard, refreshed automatically by a local-LLM pipeline.
Corporate valuation and transaction advisory for Hong Kong M&A and capital-markets deals.
Built an automated, AI-assisted pipeline that extracts and verifies DLOM & Control Premium figures from HKEX notifiable-transaction circulars — a local-LLM panel cross-checked under Claude supervision, with every figure grounded to a verbatim source line.
Completed an executive education program.
Studied equine nutrition, orthopaedics, exercise physiology, reproduction, and equitation science; dissertation on equine transportation.
A practitioner's guide to the listing, transaction, technical, and valuation requirements for mineral and petroleum companies in Hong Kong.