Helena Ng
Principal · throughput baselines
A practice that reads delivery systems
Software Engineering AI works from Hk Club Bldg in Central And Western District. We help product and platform teams build trustworthy application analytics for software delivery—without selling a monitoring platform.
Our clients already ship software. What they lack is a shared description of how delivery behaves: how often meaningful changes land, where work waits, and which signals would have flagged the last risky release.
We stay deliberately small. Engagements are led by people who have owned release trains, argued about freeze policies, and rebuilt lead-time definitions after a messy re-org. The work is advisory and analytical; your teams keep ownership of pipelines and tooling.
People you will meet
Every engagement has a named lead. Here are the faces behind the readouts.
Marcus Wei
Lead-time audits & bottleneck studies
Priya Sen
Release risk signal design