Applied AI

AI projects

I build practical AI systems, often with local and private LLMs under Claude supervision, across markets, deals, research, media and hardware.

My flagship applied-AI work is the CP/DLOM research pipeline — extracting and verifying valuation figures from HKEX filings with a local-LLM panel under Claude supervision. The projects below span the rest of the workshop.

NEXUS

M&A

A deal command centre that ingests deal emails, AI-extracts the financials, and runs the pipeline — dashboards, contact matching, and outreach.

AITrading

Markets

AI + algorithmic trading for Hong Kong stocks and derivatives (warrants / CBBC), blending quantitative signals with LLM reasoning.

AIBetting

Analytics

HKJC horse-racing analysis using probability modelling, behavioural analysis, and systematic strategy research.

GmailContact

Data

A contact-intelligence database that profiles and tags email contacts to power warm-introduction matching.

Local LLM Testing

AI infra

Benchmarking local large language models for speed and accuracy — private, offline inference on the desktop.

movieCut

Media

Claude-driven video editing: automatic silence cuts, bilingual subtitles, titles, and B-roll from a raw clip.

3D Printing

Hardware

A local dashboard tracking prints, filament spools, models, and calibration for a Bambu Lab printer + AMS.

kennethma.hk

Web

This site — a personal hub and research dashboard, refreshed automatically by a local-LLM pipeline.