Applied Research

Where mathematics meets engineering. Exploring algorithmic optimization, formal methods, complexity theory, and their practical applications in software systems.

InvoiceMix
Interactive demo
A full-stack finance workflow studio that uses subset search to match grouped invoices to a target payment.

Math Topics

Subset SumBacktrackingSearch PruningComplexity Analysis

Engineering Application

AlgorithmsSpring BootReactFinance Workflow
Complexity: Bounded exponential search with pruning
COD Risk Scoring For Wasilio
Coming soon
A planned research prototype for scoring risky Cash-on-Delivery orders before dispatch using confirmation history, failed delivery outcomes, customer patterns, and courier signals.

Math Topics

ClassificationFeature EngineeringDecision ThresholdsExplainability

Engineering Application

WasilioRisk ScoringFraud DetectionCOD Operations
Strategic Fraud Intelligence
Coming soon
A planned research track for explainable fraud detection using deterministic rules, Bayesian probability updates, graph signals, and game-theoretic strategy classification.

Math Topics

Bayesian InferenceGame TheoryGraph AnalysisAnomaly Detection

Engineering Application

Fraud DetectionRisk ScoringDecision SystemsSpring Boot