I do not have a shelf of advisory case studies yet. I do have operating work that shows the judgment behind the offer. These are the strongest public facts I can defend.
Contribution, result, and boundary belong together.
A number without attribution is marketing. A role description without an observed result is biography. These records keep both.
01Current role · Life360
A cross-region system built for scale and regional failure.
I created a system that routinely scales from 10–20 servers to more than 2,000 and serves millions of requests per second at peak. It remained functional during a recent AWS regional outage.
My contribution
System creation and cross-region design.
Observed evidence
10–20 to 2,000+ servers; millions of requests per second at peak; continuity during a regional outage.
Boundary
These figures describe the operating behavior of a system I created. They are not advisory-client results or a guarantee that another system will behave the same way.
02Remote care · Myia Health
From the core system to full-team technical leadership.
I created the core system for a remote-care platform and later led the full development team as the platform reached 5,000 daily active patients.
My contribution
Core-system creation and leadership of the full development team.
Observed evidence
The platform reached 5,000 daily active patients.
Boundary
The adoption figure is a platform result. I do not present it as an outcome produced by me alone or as proof from a paid advisory engagement.
03Company building · Cyber Labs
Technical judgment carried through delivery and client work.
I co-founded and co-owned a software engineering company delivering web, mobile, data, AI, and cloud systems. My scope covered technical strategy, architecture, delivery, team leadership, and client relationships.
My contribution
Company building, technical direction, delivery leadership, and translation of business needs into buildable systems.
Observed evidence
The scope is confirmed. No client names, confidential work, or unsupported commercial results are used here.
Boundary
This establishes operating and client-facing range. It is not a public client case study, endorsement, or revenue claim.
P03 Operating range
Architecture is only useful when it survives the business around it.
My perspective is shaped by technical systems, operating models, economics, delivery, and financial constraints. I use that range to find the decision behind the visible technology problem.
01
Data enablement
At Life360, I lead work focused on making trusted data easier to discover, understand, and use. The scope includes platform capability, governance, developer experience, and operating model.
02
Economic reasoning
I taught industrial economics to more than 200 students over five academic years, including market structure, competition, pricing, innovation, supply chains, and consumer behavior.
03
Financial leadership
As a Financial Director, I managed budgeting, forecasting, reporting, and financial control while connecting commercial decisions, project delivery, and financial constraints.
P04 What this means commercially
Relevant experience is not the same as validated demand.
The Executive Decision Altitude Review is a new paid offer. These records explain why my judgment is relevant. They do not establish buyer demand, consulting outcomes, or willingness to pay. Those require real engagements and permissioned evidence.
STS Systems That Scale
Bring one decision that has become expensive to change.
We will test whether the problem is specific, consequential, accessible, and suitable for a focused engagement.