Proof Of Work

AI Memoir & Narrative Pipeline

Deterministic GPT-4 narrative pipeline demonstrating retrieval-grounded generation, atomic patching, narrative safeguards, and auditable LLM workflow design.

Business relevance: Document intelligence, retrieval quality, narrative consistency, controlled LLM outputs, and audit-friendly workflow design.

• FAISS-powered semantic retrieval over fragmented long-form source material
• GPT-4 proposal generation with atomic chapter patch application
• Narrative safeguards enforced on every pipeline run — not just at export

AI Desktop Agent Orchestrator

Python orchestration framework for multiple AI coding agents, demonstrating autonomous approval handling, prompt routing, transcript quality control, and operational cost monitoring.

Business relevance: Agent orchestration, process control, QA scoring, productivity measurement, and cost observability.

• OpenAI Computer Use API for visual button detection — no brittle pixel coordinates
• Round-robin prompt distribution across simultaneous Copilot agent panels
• Auto-generates fresh prompts from live project docs when agents go idle for 1 hour

Multilingual Travel Authorization SaaS

Production-ready multilingual travel authorization SaaS proving regulated workflow design, LLM-assisted policy monitoring, and full-stack product delivery across payments, auth, and compliance.

Business relevance: Compliance workflows, policy monitoring, full-stack delivery, payments, authentication, accessibility, and production testing discipline.

• LLM-powered automated scraping + analysis of government sites for policy change detection
• Wizard-based multi-step application flows with family and group support
• Full fee transparency compliance framework (government vs. service fee breakdown)

Summary Card • Forecasting & CRM Governance

Forecast Governance Reset

Public-safe engagement summary: forecasts were overstated or inconsistent because CRM behavior, stage discipline, and accountability varied across markets.

• Diagnosed governance and behavior root causes before modeling
• Improved review cadence and sales-cycle assumptions
• Helped leadership move toward stronger forecast confidence

Summary Card • Power BI & KPI Governance

Commercial Analytics Foundation

Public-safe engagement summary from a broader foundation-fix brief: Sales, Finance, and leadership lacked one trusted view across revenue, margin, pricing, and opportunity data.

• Standardized KPI definitions and improved reporting ownership
• Supported centralized Power BI model and governance direction
• Reduced conflicting narratives and improved decision speed

Commercial Leadership

Sales Engine From Zero

A new market required a functioning commercial engine under severe operating constraints.

• Built targeting, distributor identification, and operating rhythm from scratch
• Connected process, prioritization, and analytics to execution discipline
• Delivered major growth improvement against the original target

Pricing & Margin Logic

Margin And Pricing Logic Repair

Pricing, FX, cost, rebate, and incentive logic distorted how leadership interpreted commercial performance.

• Rebuilt decomposition logic and aligned methodology
• Identified defects creating margin distortion across markets
• Improved pricing and margin interpretation for leadership

Applied AI Enablement

Applied AI Enablement

Leaders wanted AI, but teams lacked shared language, governance, and practical use cases tied to real workflows.

• Built training and enablement around practical business use cases
• Connected governance, operating model, and adoption rather than hype
• Positioned AI as a decision-system capability, not a side experiment