Alex Anthraper

Decision Architect

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I HELP
ENTERPRISE LEADERS
REPLACE
OPERATIONAL HEURISTICS
WITH
MATHEMATICAL CERTAINTY.

[ 01. PREDICTION ]

› Machine Learning
› Time-Series Forecasting
› Demand Elasticity

[ 02. OPTIMIZATION ]

› Operations Research
› Linear Programming
› Network Design

[ 03. GOVERNANCE ]

› Financial Validation
› AI Guardrails
› System Auditability

System Output

ROI > CAPEX

Scroll for Logic

↓

Directory Listing

/ENTERPRISE_VALUE_LOGIC

> Capital Allocation Architecture

➜ Select a project to load case study...

├── 01_REVENUE/ // Improving the Top Line

├── optimizing_yield // Elasticity-based yield optimization (+3.2% Revenue Lift) [ OPEN ] // +3.2% Revenue Lift └── decoding_friction // Churn cost of operational failure (+Retention) [ OPEN ] // +Retention

├── 02_OPERATING_COSTS/ // Protecting the Margins

├── solving_supply_chain // Multi-region supply chain arbitrage (12% Cost Reduction) [ OPEN ] // 12% Cost Reduction └── synchronizing_logistics // Unified logistics & labor optimization (-14% OPEX) [ OPEN ] // -14% OPEX

└── 03_CAPITAL_&_RISK/ // Protecting the Value

├── simulating_risk // Monte Carlo risk modeling for CAPEX governance [ OPEN ] // CAPEX governance ├── governing_intelligence // Semantic safety layer for GenAI hallucinations [ OPEN ] // GenAI safety layer └── budgeting_risk // Risk-budgeted hedging for Global Portfolio [ OPEN ] // Risk-budgeted hedging

/SYSTEM_AUTHORITY

> Validation Layers

01. Academic Kernel

MSc, Applied Statistics in Finance

University of Strathclyde, UK (2026)
Certificate in Quantitative Finance (CQF)

CQF Institute, UK (2025)
PG Diploma in AI & ML

IIIT, India

02. External Validation

AWARD
INFORMS Daniel H. Wagner Prize

Americana's Official Entry (2025)

"For Excellence in Operations Research Practice"
FELLOW
Royal Statistical Society (UK)