Interdisciplinary Design Collaborative
A student-run interdisciplinary incubator that turned ideas, grants, and collaborative execution into real ventures.
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 student-run interdisciplinary incubator that turned ideas, grants, and collaborative execution into real ventures.
An adtech and real-time media trading venture built around algorithmic advertising systems and market-making infrastructure.
Structures define roles, responsibilities, and reporting relationships to improve coordination and decision-making.
What I mean by “founder mindset,” why it’s valuable, and the receipts across my ventures that show I’ve run the full business cycle — repeatedly.
Frameworks guide ventures from idea to validation to scaling to operation to exit or continuation.
A mobile studio that created 25+ iOS and Android apps with 20+ university collaborators during the earliest days of the App Store. The studio operated across...
How IDC Projects shipped 25+ mobile apps, built Memory Matches into a $1M+ franchise, and became the product-and-data engine that eventually grew into Lumate.
How a student-run LLC at Missouri S&T became my first real operating system for shipping interdisciplinary work — years before Lumate.
Channels and protocols enable information flow between individuals and teams.
Mechanisms capture outcomes and feed them back into planning, adaptation, and improvement cycles.