Isaac Liem · ikeanalytics.com
Ship the layer everyone assumes is already there.
Forward-deployed engineer. Twelve years across healthcare, agriculture, federal, and platform work. Now focused on the next thing.
Latest
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Practice
Data & AI consulting
I work with teams shipping analytics, ML, and agentic systems — with a focus on the trust, audit, and privacy primitives the rest of the stack assumes are already solved.
more about me →Selected writing
On what I ship and why
Long-form notes on protocol design, the privacy layer, and the engineering choices that hold up under audit. No scheduled cadence.
all articles →What I'm focused on
Now
The current quarter — what I'm shipping, what I'm learning, and what's next. Updated as the quarter shifts.
see the now page →Get in touch
Open to collaboration
For consulting inquiries, LinkedIn is the right surface. For everything else, GitHub or email.