COMMERCIAL CAPABILITY · OPERATIONS & SCALE

Business & Operations

Unit economics, ground-level logistics, working capital governance, and repeatable operating machines.

I build and run physical and digital operational systems. From morning farm-to-kitchen fresh supply deliveries to multi-point automotive workshop repair logistics, I design systems that eliminate friction and protect cash flow.

Operating Thesis

"Operations is about turning uncertainty into predictable routines. By breaking down complex workflows into deterministic checkpoints and clear SLAs, businesses scale without chaotic fire-fighting."

Typical Commercial Problems Solved
01Volatile supplier quality and erratic early-morning logistics delivery failures
02Working capital depletion caused by loose credit terms and delayed receivables
03High human dependency in daily routine tasks without documented playbooks
04Operational opacity between ground fulfillment teams and management
Execution Framework

4-Stage Methodology

STAGE 01

Process Decomposition

Map every human and technical step from order ingestion to final delivery.

STAGE 02

SLA & Quality Checkpoints

Institute strict visual grading, timestamp milestones, and pre-dispatch checklists.

STAGE 03

Cash Flow & Credit Guardrails

Implement milestone-based disbursements, escrow mechanisms, and tight receivables cadences.

STAGE 04

Automation & Exception Routing

Automate routine notifications via webhooks and flag anomalies immediately to operators.

Relevant Ground Truth Experience
Dark Kitchen
Founder

Engineered daily farm-to-kitchen morning procurement and logistics routes.

SettleMyCar
Co-founder

Orchestrated doorstep vehicle pickup, digital estimation, and workshop repair workflows.

Fixins
Partner

Governed inventory turnaround, warehouse dispatch, and wholesale credit governance.

Platforms & Tool Stack
n8nMakeMonday.comClickUpGoogle Sheets / WorkspacePython
Verified Outcomes

Maintained zero stockouts across daily restaurant supply, completed 1,000+ vehicle service cycles, and achieved positive operating cash flow.

Core Operator Lesson

"B2B customer retention is a byproduct of ruthless reliability. Eliminating operational anxiety for a business customer creates an enduring commercial moat."