Operator at the control station of a fiber laser cutting machine on the production floor
Victor Adejuwon DamilareProduction / CNC Supervisor × AI Automation

Optimizing Shop Floor
Operations. Maximizing
CNC Efficiency.

Production / CNC Supervisor with 11+ years in UAE manufacturing, currently running a 63-person generator canopy floor across 13 CNC machines and 7 downstream sections in SAIF Zone, Sharjah. I bridge traditional shop-floor paperwork with AI-driven automation — turning job cards, logs and breakdown fixes into digital systems that keep production moving.

FEATURED MANUAL

The Shop-Floor Playbook

Production Supervisor Mastery — AI-Assisted Production Control for the Manufacturing Shop Floor. Written & produced by Adejuwon Damilare Victor.

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11+ YEARS ON THE FLOORUAE MANUFACTURINGOPERATIONS × AUTOMATION
CNC / FIBER LASER SAIF ZONE · SHARJAH
MACHINE REGISTRY
FIBER LASER CFL-W2060 / FIBER LASER CFL-1530H / EUROMAC MTX FLEX6 HYBRID / BAYKAL APHS 31160 / PLASMA / CNC BENDING ×5 / SHEARING ×3 / CYPCUT 6.4 / FIBER LASER CFL-W2060 / FIBER LASER CFL-1530H / EUROMAC MTX FLEX6 HYBRID / BAYKAL APHS 31160 / PLASMA / CNC BENDING ×5 / SHEARING ×3 / CYPCUT 6.4 /

Metrics & Machine Matrix

Real cases from the floor. Every number below comes from production records.

UPS-DPP

Floor Command: 63 People, 13 Machines

Laser ×3PlasmaPunchingBending ×5Shearing ×3
63PEOPLE LED
7SECTION FOREMEN
96%OUTPUT VS PLAN
CHALLENGE

Multi-customer genset canopy orders (15–400 kVA) competing for the same CNC machines.

ACTION

Daily production plan, machine-by-machine allocation, priority sequencing and shift handover forms.

DIGITAL OUTCOME

Stage-by-stage WIP tracking for every order from cutting to dispatch. May 2026: 172 of 180 units completed.

UPS-CAR/2026-006

Quality Loop: From Defect to System Fix

QMS5-Whys Root CausePowder Coating22-Point QC
94%FIRST-TIME QC PASS
22CHECKS / 7 CATEGORIES
14TRAVELER STATIONS
CHALLENGE

A unit failed final QC with bare coating patches after a rushed coating cycle.

ACTION

Reworked the unit, re-checked the other 11 and ran a 5-Whys analysis.

DIGITAL OUTCOME

Fixed minimum cycle time and operator coverage sign-off, extended to Painting, with a 30-day effectiveness check.

UPS-PMF/06-2026

Maintenance & Safety Discipline

Preventive MaintenanceChiller SystemsHydraulics5S
0LOST-TIME INJURIES
4/4WEEKLY SAFETY TALKS
86%WHOLE-FLOOR 5S
CHALLENGE

Missed checks and machine downtime were pulling CNC uptime below target.

ACTION

Monthly PM schedule across all 13 machines, including 2 standby units; vendor visits planned around holiday travel; floor-wide 5S audits.

DIGITAL OUTCOME

PM follow-up sheet feeding a monthly KPI dashboard.

UPS-KPI/05-2026

Paper to Dashboard

KPI DesignExcelData Visualisation
8KPIS TRACKED
5MONTH TREND
CHALLENGE

Output, delivery, quality, uptime and safety lived in separate paper forms.

ACTION

Built one KPI dashboard where every missed number links to the document that fixes it.

DIGITAL OUTCOME

Management sees cause and action, not just a percentage.

The machines behind the output.

From raw sheet to finished canopy. A coordinated floor, not isolated machines.

MCH / 01

Fiber Laser

CFL-W2060 (UTC)

Base frames · CypCut 6.4 · N₂ gas · CWFL-4000 chiller

MCH / 02

Fiber Laser

CFL-1530H

Canopy panels

MCH / 03

Punch-Laser Combo

Euromac MTX Flex6 Hybrid

Door & vent panels

MCH / 04

Press Brake

Baykal APHS 31160 Compact

Canopy & frame bending

MCH / 05

CNC Bending ×5

Includes 1 standby

Frame brackets & round canopy panels

MCH / 06

Plasma Cutting

250 / 400 kVA base frames

Heavy base frames

MCH / 07

Shearing ×3

Includes 1 standby

Raw sheet sizing

MCH / 08

CAM / Nesting Station

Programming & nesting

Sheet layout & CNC toolpaths

PRODUCTION PATH14 STATIONS / ONE CONTINUOUS FLOW
  1. 01Programming
  2. 02Shearing
  3. 03Laser
  4. 04Punching
  5. 05Bending
  6. 06Welding
  7. 07Powder Coat
  8. 08Painting
  9. 09Engine Mounting
  10. 10Assembly
  11. 11Silencer
  12. 12Electrical
  13. 13QC
  14. 14Dispatch

Measured. Tracked. Improved.

May 2026 · The full picture — including the numbers that need work.

Output vs plan96%
TARGET 95%
● On target
Delivered on time91%
TARGET 95%
↘ Below
Passed QC first time94%
TARGET 95%
↘ Slightly below
CNC uptime93%
TARGET 95%
↘ Slightly below
5S score86%
TARGET 85%
● On target
Lost-time injuries0
TARGET 0
● On target
Safety talks4/4
TARGET Weekly
● On target
Material stoppages2
TARGET 0
↘ Missed
OUTPUT / JAN–MAY 2026

Units completed

PRODUCTION OUTPUT FEB: LASER BREAKDOWN
QUALITY & DELIVERY / JAN–MAY 2026

Delivery & first-time quality

ON-TIME DELIVERY FIRST-TIME QC

Operations toolkit

THE DOCUMENTS BEHIND THE DISCIPLINE
UPS-DPP

Daily Production Plan

Machine allocation and daily order priorities.

14-STATION TRAVELER

Job Card / Production Traveler

Order sign-off through all 14 production stations.

WIP TRACKING

Production Tracking Sheet

Order-by-order progress from cutting to dispatch.

SHIFT HANDOVER

Shift Handover Form

Carry forward priorities, open issues and machine status.

22-POINT QC

Quality Inspection Checklist

Inspection across seven quality categories.

REWORK

Rework Report

Record defects, corrections and reinspection.

UPS-CAR

Corrective Action Report

Root cause, corrective action and effectiveness check.

MATERIAL REQUEST

Material Request Form

Coordinate sheet metal and material requirements.

UPS-DTR

Downtime & Root Cause Report

Trace machine faults and capture the recovery.

UPS-PMF

PM Follow-up Sheet

Track scheduled checks and maintenance follow-through.

5S AUDIT

5S Checklist

Audit workplace organisation and safety.

TOOLBOX TALK

Safety Toolbox Talk

Document the weekly safety discussion.

Turning shop-floor knowledge into systems.

Practical automation. Built around the problems that actually slow production down.

SYSTEM / TKOCSPILOT

TKOCS

Technical Knowledge & Operational Continuity System

One company-owned knowledge base for machine faults, IT support, vendor fixes and cybersecurity response.

01Issue occurs
02Check knowledge base
03Escalate if unsolved
04Document the fix
05Prevent repeats
CONTINUITY
BY DESIGN
KNOWLEDGE CARD / UPS-DTR/2026-003

Fiber laser: display failure

Symptom

Base-frame laser display failed.

Cause

Degraded internal HDMI cable.

Fix

Bypassed the cable; added monthly cable inspection.

TOOL / PYTHONIN BUILD

Generator Load Calculator

Reads an equipment list, totals the load, adds a 25–30% margin and recommends a generator size in kVA.

LOAD +25–30% kVA
VENTURE / UAE & GCC

Convergent AI Systems

Founder of an AI software company serving UAE/GCC SMEs.

One floor. A connected skill set.

Manufacturing discipline, digital fluency and hands-on troubleshooting.

SKILL GROUP / 01

CNC & Machines

Fiber Laser CuttingPlasma CuttingCNC Bending / Press BrakePunchingShearingCypCutCAM / NestingController Diagnostics
SKILL GROUP / 02

Software / Systems

ExcelCAM SoftwareOdoo ERPSolidWorksAutoCADPythonLinux
SKILL GROUP / 03

Operations

Team CoordinationProduction SchedulingQMSRoot Cause Analysis (5-Whys)Preventive Maintenance5SKPI & ROI AnalyticsInventory / Sheet Metal Stock
SKILL GROUP / 04

IT & Security

NetworkingCCNACCSTCEHCompTIA Security+ (in progress)
CERTIFICATIONS & STUDYCCNACCSTCEHCompTIA Security+ · IN PROGRESS

Authored Manuals

MANUAL / 01
52 PAGES
Written & produced by Victor Adejuwon Damilare

Production Supervisor Mastery — AI-Assisted Production Control

A practical programme covering production flow, capacity, daily control, KPIs, automation, quality and safety.

Download
MANUAL / 02
15 PAGES
Written & produced by Victor Adejuwon Damilare

Production Supervisor Mastery — 30-Day Programme

From floor fundamentals to data-driven production leadership — a 30-day running guide for supervisors.

Download
MANUAL / 03
19 PAGES
Written & produced by Victor Adejuwon Damilare

Production Analysis Guide

Production economics for the factory floor — the 10 production formulas, daily/weekly/monthly analysis, and the KPIs that turn numbers into decisions.

Download
MANUAL / 04
26 PAGES
Written & produced by Victor Adejuwon Damilare

ISO 9001 Internal Auditor Manual

A 15-day practical program taking shop-floor quality thinking through to full internal-audit competence.

Download

Let’s put your production floor in order.

Sharjah, UAE · Open to Production / CNC Supervisor and Operations Automation roles