Identify the constraint controlling delivery readiness.
Trace modeled cost leakage into review priorities.
Compare supplier-readiness and service-risk tradeoffs.
Three places to start
Synthetic dependency/scenario prototype
Data-Center Speed-to-Power War Game
Task: Separate screened research-computing demand, dependency evidence and fallback cost assumptions before a readiness decision.
Contribution: Project direction by Kamal; AI-assisted implementation of an evidence-led extension alongside the original readiness and timeline lenses.
Inputs → processing → output: Synthetic capacity, stakeholder evidence and cost assumptions → ratio, freshness, dependency and fallback checks → review gates and wait-versus-fallback comparison.
What the reviewer can do: Change screened demand, capacity, dependency readiness or fallback cost; inspect recalculated ratios and explicit review issues.
Limits: Research-computing allocation scope. No commercial data-center forecast, validated stakeholder ranking, procurement approval, calibrated probability or realized outcome.
Task: Turn synthetic invoice and rate tables into a row-linked exception report.
Contribution: Project direction by Kamal; AI-assisted implementation and verification. The original case and its separate audit-priority scenario are retained.
Inputs → processing → output: Invoice + dated-rate CSVs → strict validation, unique-rate selection and fixed-point arithmetic → linked discrepancies, review states and JSON/display-CSV reports.
Technology: React · JavaScript ES modules · BigInt fixed-point arithmetic · CSV validation · Node test runner
What the reviewer can do: Load the fixture or two synthetic CSV files, change an amount, inspect excluded rows and export the report.
Limits: Bounded USD flat-rate comparison. No live logistics connection, real invoices, audited overcharges, recovered savings, client adoption or commercial freight-audit capability is claimed.
Email me with the role, the team, and the problem you want to evaluate. I can explain how I framed the work, walk through its evidence and assumptions, and discuss a practical assessment.