Engineering by Intelligence
Scientists investigate that which already is. Engineers create that which has never been.
Albert Einstein

Engineering by Intelligence - to extensively apply intelligence in any engineering field, the problems arising are merely solved at the finite level with little room left for error. The current age of Intelligence offers a sophisticated weapon for Engineers in all fields.
Selected Writings
Writings based on Software Engineering, AI & ML, Leadership & Strategy

Quantum Optimization for Finance - Portfolio Construction, Derivatives, and Where QAOA Earns Its Keep
A working engineer’s tour of three quantum-finance use cases — mean-variance portfolio optimization, derivative pricing via quantum amplitude estimation, and credit-risk analysis. Continue reading Quantum Optimization for Finance - Portfolio Construction, Derivatives, and Where QAOA Earns Its Keep

A Formal Specification of SwiftUI's Identity Model in 2026
Five years into SwiftUI, the rules that determine when a view is ‘the same view’ across renders have stabilized — but they have never been formally specified. I encoded them in TLA+ and let the model checker hunt for surprises. It found four cases where SwiftUI’s actual behavior contradicts what a careful engineer would assume, each backed by a runnable reproduction. Continue reading A Formal Specification of SwiftUI's Identity Model in 2026

AsyncAwait - BackPressure Management
Advanced Backpressure Support for AsyncStream in Swift. Continue reading AsyncAwait - BackPressure Management

NASA Power of 10 - Objective-C, Swift, SwiftUI Approach
The Power of 10 rules were created in 2006 by Gerard J. Holzmann of the NASA/JPL Laboratory of Reliable Software Continue reading NASA Power of 10 - Objective-C, Swift, SwiftUI Approach
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