Anissa Ng - Product, AI & Legal Technology

Building AI-powered products and sites at the intersection of tech and law. Previously a Corporate Associate at Sidley Austin.

Projects

HKEX Size Tests Assistant

AI-powered tool automating HKEX size test calculations and generating pre-filled PDF forms

Tool

Automates issuer metrics in HKEX CF006 Size Tests: extracts financials from reports, fetches live market data and exchange rates, and fills the PDF form — all with a citation trail.

Background

This was a fun project turning a repetitive legal workflow into an AI-powered tool. Having done HKEX size tests countless times, I knew the pain points — flipping between financial reports, HKEX, and exchange rate sites while manually copying data.

How AI is used

AI does exactly one thing here. It reads pre-selected PDF pages and extracts numbers. The rest is deterministic code.

Built with Cursor and Claude Code.

Key Features

AI Document Extraction Extracts assets, profit/loss, revenue, dividend automatically.

Live Market Data Auto-fetch 5-day average closing prices and issued shares directly from HKEX.

Currency Conversion Real-time Bank of China exchange rates with automatic currency conversion for drafting descriptions.

Understands the HKEX Rules I taught it. Reminds you to use the right financial figures based on context.

Citation Tracking Every metric includes page references, source text, and confidence scores.

Will be sharing more AI-powered tools and designs in the coming weeks. Connect with me on LinkedIn to stay updated!

Skills

Legal Technology AI Product Building Corporate Law Product Management UI UX Design Workflow Automation

Inspired by

Lenny's Podcast Product leadership conversations Meshtimes Building and creating fun things Ali Abdaal Productivity & building in public