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Clarity & Execution

I help operators regain clarity amid complexity, so they can decide what’s worth systemizing, automating, or ignoring.

Start with Clarity
About Me

Strategic Operator & System's Thinker

I’ve spent my career working inside and alongside complex organizations — helping teams make sense of messy systems, competing priorities, and gaining clarity through constant change.

Today, I work independently, helping operators regain clarity so they can move forward deliberately instead of reactively.

My Track Record

Sales Forecasting Transformation

Built Sales Forecasts Leadership Actually Trusts

Migrated Net Revenue reporting from manual Excel chaos to single-source automated BI. Finance team went from spreadsheet archaeology to real-time forecasting accuracy.

Manufacturing – Operating Model Design – FP&A

Market Intelligence Dashboard

Created First Unified Market-Share View

Designed SKU-level competitive intelligence dashboard integrating internal sales, external market data, and syndicated retail tracking. Sales teams stopped guessing started targeting untapped demand.

CPG – AI-Enabled Operations – Market Intelligence

Profitability Turnaround

Led Company to First-Ever Profitable Quarter

Orchestrated cross-functional profitability push that bridged $5M+ to bottom line. Weekly executive meetings kept revenue leaders aligned on pipeline priorities and cost-reduction opportunities.

Manufacturing – Strategic Chief of Staff – Executive Alignment

Process Automation Efficiency Gain

Cut Reporting Time 80% While Doubling Analysis Output

Transformed analytics process for six financial services loyalty clients. Teams went from drowning in manual report generation to delivering twice the strategic insights in one-fifth the time.

Manufacturing – Strategic Chief of Staff – Executive Alignment

Strategic Forecasting Model

3-Year Market Forecast That Actually Held Through COVID

Built dynamic market forecast by month and region across medical and retail channels. Weekly revisions incorporated regulatory changes and pandemic impacts—leadership had confidence to commit capital.

Cultivation – FP&A – Forecasting

Demand-Driven Infrastructure Investment

20% Growth From Data-Driven Deployment Strategy

Built first household-level demand forecasting model covering 15M households. Guided $400M in broadband infrastructure rollout—increasing internet client base by 20% through targeted deployment.

Telecom – Operating Model Design – Demand Forecasting

Executive Decision Support System

Gave Leadership One Version of Truth

Designed automated executive dashboard linking sales, profitability, and competitive intelligence across multiple data sources. Board meetings transformed from data debates to strategy decisions.

Manufacturing – Strategic Chief of Staff – Executive Dashboard
If things feel noisy, start with clarity
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Strategic Operator – Strategy, Insights & AI
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