LG Lucas GiulianiOperations & Supply Chain

PERSONAL PORTFOLIO / LUCAS GIULIANI

From operational
complexity to clarity.

I explore how better processes, clear decision rules and useful software can solve real operational challenges.

MSc ISLI Global Supply Chain Management at KEDGE Business School, with hands-on experience in operations and continuous improvement.

Explore my work Try VTO Manager
Independent projects · Thoughtful use of AI · Human-led decisions
LIVE PROJECT / 01
VTO MANAGERDecision preview
OPERATIONS / ALLOCATION
A clear reason
behind every decision.
4 volunteers2 placesSupervisor review
AEmployee AFewer prior departuresPriority 1
BEmployee BProtected operational roleCoverage hold
CEmployee CEligible after checksPriority 2
✓ Rules propose. Supervisors decide. SYNTHETIC

Illustrative interface, not a live computed ranking. Test the actual workflow ↗

SELECTED WORK / 01

Built around real problems.

One published case study today. The portfolio is structured to grow as new projects are ready to share.

PROJECT 01 LIVE DEMO AVAILABLE

WORKFORCE PLANNING · CONTINUOUS IMPROVEMENT · BUSINESS ANALYTICS

VTO Manager

A rule, not a race.

An independently adapted portfolio edition of a field-led project: replacing first-come, first-served early departure requests with explainable priorities, operational coverage checks and human confirmation.

3+ monthsProject work
6+ weeksField pilot
7 rulesPriority criteria

Project duration and pilot scope are author-reported. The public demonstration uses synthetic data.

View case study Open live demo
VTO ManagerPORTFOLIO EDITION
↗
Decision support, grounded in operations.
HISTORY-BASED PRIORITY
SHIFT COVERAGE
HUMAN CONFIRMATION

BEHIND THE WORK

Operations first.
Technology with a purpose.

I'm focused on understanding the realities behind a process before designing a solution. That means talking with the people involved, turning constraints into explicit rules and making tools that are genuinely useful to their day-to-day work.

The software may be AI-assisted, but the problem definition, operational trade-offs and project ownership remain human-led.

See how I worked with AI on VTO Manager
THE NEXT CHAPTER

A portfolio built to grow.

As new projects become publishable, they'll join this collection. For now, VTO Manager is the first complete case study to explore.

Start with VTO Manager