Hello, I am

Francisco Marshall

Innovation Technical Founder

Virtual / Mixed RealityAdvanced AnalyticsAI Assisted DevelopmentNext-Gen EducationDigital TwinsSimulationsImmersive LearningAgentic WorkflowsData Front-Ends
Francisco Marshall portrait

My Trajectory

Experience
13+
Years bridging tech & industry
Focus Area
Innovation
Experimentation, prototyping and future-ready initiatives
Role
Educator & Mentor
Corporate & Academic Training
Entrepreneurship
Co-Founder × 2
KYON XR · UNLEARNI
Focus Area
Digital Twins
Data Front-End
Focus Area
AI (Agentic Development)
Agents, copilots and AI-assisted workflows
Focus Area
Analytics & BI
Data-driven decisions and reporting systems
Focus Area
Education Design
Learning programs for teams and institutions
Foundation
Industrial Engineering
Lean Six Sigma · Systems thinking
Foundation
Data & Analytics
Python · SQL · BI Platforms
Foundation
XR & Simulation
VR · AR · Immersive training
Foundation
Software Engineering
Architecture · APIs · Frontend systems

Professional Eras

A journey through stages of industry impact.

3M
LATAM Cargo
Continuous Improvement
The Efficiency Era
Uber
Scale-up
The Hyper-Growth Era
Cencosud
Houm
Advanced Analytics
The Data Era
KYON XR
UNLEARNI
Co-Founder
The Immersive AI Era

Professional Journey

Dec 2021 - Present

KYON XR

Co-founder - Technology & Product Lead

Building high-fidelity Digital Twins and immersive simulations for industrial training, operations and experiential learning. Integrating 3D models, real-time operational data and XR interaction flows to represent complex systems — making the invisible visible for engineers, operators and learners.

Digital TwinsXR / VR / ARIndustrial SimulationAI AvatarsExperiential Learning
Mar 2023 - Present

UNLEARNI

Co-founder - AI Knowledge Principal & Innovation Lead

Designed and led AI literacy programs for executives and non-technical teams at organizations including SQM and COPEC, using rapid prototyping methodologies. Directed the full Metaverse academic curriculum and the AI Executive Program — enabling professionals to leverage AI as a daily competitive advantage.

AI Literacy ProgramsCurriculum DesignRapid PrototypingExecutive TrainingEd-Tech
July 2021 - Dec 2021

CENCOSUD

Head of Advanced Analytics - Paris

Reported to Corporate Media & Advanced Analytics Manager

Led a team of data scientists to develop high-impact projects focused on data discovery, automation, and advanced segmentation analysis utilizing geo-referenced data to generate actionable insights.

Data ScienceVisualizationRetail Leadership
2021

HOUM

Analytics & Strategy Consultant

Reported to COO

Contributed to analytics and operational decision-making initiatives for a high-growth proptech operation, with emphasis on KPI visibility, process optimization, and scalable execution.

PropTechAdvanced AnalyticsGrowth OperationsKPI Design
July 2017 - July 2021

UBER LATAM

Sr. Associate, Competitive Intelligence & Operations Manager

Reported to GM (Chile)

Designed competitive strategies, managed external data collection programs across LatAm, and developed intelligence metrics based on competitor pricing algorithms. Achieved fast marketplace wait times and sustainable growth in key cities in Chile.

StrategyData IntelligencePricing ModelsMarketplace
Oct 2012 - July 2017

LATAM CARGO

Head of Quality & Continuous Improvement | Head of BI

Reported to Head of Excellence Center

Applied Lean / Six Sigma methodology to process optimization in airline cargo operations. Led the deployment of a cloud-based Business Intelligence platform across 10 countries, transforming fragmented data into a standardized, self-service analytics model for over 200 users.

Lean Six SigmaBI PlatformsLogistics OperationsProcess StandardizationChange Management
Mar 2011 - Jun 2012

3M CHILE

Lean Six Sigma Green Belt Trainee (Innovation & Development)

Reported to Head of Business Development & Innovation

Led three New Product Introduction (NPI) initiatives for industrial markets with projected first-year sales of USD $800K. Executed a DMAIC improvement project to enhance project management visibility and built a VBA prototype later scaled across all six business units.

NPIDMAICLean Six SigmaVBA PrototypingInnovation

Technical Capabilities

AI Tools & Workflows

ChatGPT / GPT-4oClaudePerplexityn8n AutomationLovableManusAI-Assisted CodingPrompt Engineering

🔷Digital Twins & XR

Digital Twin ArchitectureImmersive Simulation DesignXR (VR/AR/MR) Experiences3D Model IntegrationReal-Time Data OverlaysOperational Process Mapping

⚙️Industrial Engineering & Systems

Lean Six Sigma (DMAIC)Process Efficiency AnalysisKPI Design & AnalyticsSystems ThinkingIndustrial Project ManagementRevenue Management

📊Data & Advanced Analytics

Python & PandasSQLPower BI / MicrostrategySegmentation & ClusteringGeo-referenced Data AnalysisBusiness Intelligence Platforms

🎓Education & Training Design

Curriculum DesignHackathon-style learning1-on-1 Coaching & MentorshipAI Literacy for Non-technical TeamsExecutive ProgramsRapid Prototyping Workshops

💻Development & Technical Stack

JavaScript / Next.jsPythonC++ArduinoVBA / Google Apps ScriptCAD (Autodesk / OnShape)

Education & Continuous Learning

Institutional

2010

Universidad Adolfo Ibáñez

Industrial Engineering, Information Technologies

Self-Guided & Specialized

Stanford (Coursera)

Introduction to Machine Learning (Prof. Andrew Ng)

UC San Diego (Coursera)

Learning How to Learn (Prof. Barbara Oakley)

Udemy

Practical Course on C++