Full Stack Data
A consulting and delivery brand focused on end-to-end data work: sourcing, warehousing, ETL, analytics, and applied data science.
Startup/company building systems
Organizations are designed to discover and scale product-market fit by aligning capital, talent, and execution under uncertainty with staged risk and feedback loops.

Organizations are designed to discover and scale product-market fit by aligning capital, talent, and execution under uncertainty with staged risk and feedback loops.
This domain is valuable because coordination problems become visible here. It clarifies who decides, what gets measured, where resources flow, how incentives align or drift, and how feedback changes behavior over time.
The transfer is practical. Once you can read incentives and coordination costs in one organization or market, you get faster at diagnosing why other systems stall, scale, or move in the wrong direction. This domain gets more useful when it is compared with adjacent systems instead of being treated as a silo. That is where reusable judgment starts to form.
A consulting and delivery brand focused on end-to-end data work: sourcing, warehousing, ETL, analytics, and applied data science.
Rules and processes guide decision-making, conflict resolution, and accountability within groups.
Founded and ran a data brokerage from 2017 to 2022 that turned hundreds of terabytes of raw location and advertising data into clean, compliant, sellable datasets for defense, government, and finance customers.
A BI and analytics SaaS company where I supported reporting architecture and enterprise data work.
Innovation is the process of creating new ideas, products, or methods that deliver value.
Before accelerators were a category, IDC was a student-run LLC that engaged over 100 students from Missouri S&T to evaluate thousands of business ideas, build...
A consulting vehicle I use for hands-on delivery, systems implementation, and team enablement.
Platforms match supply and demand participants while enforcing rules, pricing, and trust mechanisms that enable transactions.
A university engineering environment that reinforced prototyping, applied design, and hands-on system building.
A power-systems engineering context that strengthened applied technical judgment under real-world operating constraints.