LS: (E,x) Context: From Imo State, Nigeria. Father was a contractor and international student in the 60s. Variable (x): Started as a dishwasher ($4/hr); aimed for education and medical residency.

UB: E(t|x) + ε
Behavior: Working minimum wage jobs while schooling.
Loss/Constraint: Breaking away from comfortable hospital jobs to seek "freedom."

SGD: dE_x/dt
Optimization: Transitioning from employee to employer (opening private practice).
Diversification: Using medical income to fuel a Real Estate portfolio (flipping homes, rentals).

UI/UX: dE_x̄/dt ± z√(d²E_x/dt²)
Interface: Medical center triage and exam rooms.
Visual Success: A 7-bedroom mansion with a home cinema and "village mansion" aesthetics in Baltimore.

EC: ∫ E_x dt + ε_x t + C_x
Accumulation: Serving 4,000–5,000 patients. Building intergenerational wealth through property.
Integration: Hosting annual community gatherings (Valentine's party for 100+).