Skills
Organized by evidence
An explorable map, not a keyword cloud or a set of invented proficiency scores. Each domain groups related skills, lists the tools actually used, and — where a public case study demonstrates it — links out to the evidence.
Technology & Leadership
Core Technology & Engineering
Robotics & Motion
Industrial and mobile robotics, manipulation and the motion-control foundations underneath them.
Robotics & Motion
- Industrial Robotics
- Parallel Robotics
- Mobile Robotics
- Motion Control
- Servo Systems
- Robot Modelling
- Trajectory Generation
- Pick & Place
- Bin Picking
- Heavy-load Handling
- Vacuum Gripping
- Mechanical Gripping
- Magnetic Gripping
- Robot Programming
- Commissioning
- RTOS
Spatial Reasoning & Technical Representation
- Technical Drawing
- 2D / 3D Technical Representation
- Geometric Representation
- Coordinate Frames
- Joint Space
- Cartesian Space
- Robot Kinematics
- Spatial Reasoning
- Workspace Understanding
Robot Platforms & Tools
- KUKA
- KRC4
- KRL
- WorkVisual
- ABB Robotics
- RAPID
- RobotStudio
- Trio Motion
- MotionPerfect
AI & Physical AI
Physical AI, robot perception and the learning/simulation concepts around them. The Learning & AI Concepts and Simulation groups below are conceptual and academic foundations — not a claim of deployed industrial AI systems.
Physical AI & Autonomous Systems
- Physical AI
- Autonomous Systems
- Humanoid Robotics
- Intelligent Robotic Systems
- Human-Robot Interaction
Perception & Robot Intelligence
- Computer Vision
- Machine Vision
- Image Recognition
- Object Localization
- Pose Estimation
- SLAM
- Navigation
- Obstacle Avoidance
Learning & AI Concepts
- Machine Learning Fundamentals
- Neural Networks Fundamentals
- Learning from Demonstration
- Imitation Learning
- Reinforcement Learning Concepts
- Vision-Language-Action Models
- Multi-Agent Systems
Simulation, Data & AI Foundations
- Simulation
- Robot Simulation
- Trajectory Validation
- Workspace Analysis
- Digital Twins
- Sim-to-Real Concepts
- Robotics Data
- Omnidimensional Data
- AI Training & Validation Data Foundations
- Data Mining
Computer Vision & Perception
From 2D industrial inspection to 3D robot-guided perception.
Computer & Machine Vision
- Computer Vision
- Machine Vision
- 2D Vision
- 3D Vision
- Stereo Vision
Recognition & Inspection
- Image Recognition
- Image Processing
- Pattern Recognition
- Color Recognition
- OCR
- Identification
- Defect Detection
- Industrial Inspection
Robotic Perception
- Object Localization
- Pose Estimation
- Robot Localization
- Vision-Guided Robotics
- SLAM
- Obstacle Avoidance
- Navigation
Tools: Cognex Vision Systems · In-Sight Explorer · OMRON Vision Simulation · MATLAB
Automation, Control & Safety
Industrial automation, motion control and the safety systems that make deployment responsible.
Industrial Automation
- PLC
- Siemens S7
- STEP 7
- TIA Portal
- Beckhoff Automation
- IEC 61131
- Ladder Logic
- HMI Programming
- Industrial HMI
- Operator Interfaces
- Machine Interface Integration
- Industrial I/O
Control
- PID
- Petri Nets
- Servo Control
- Motion Control
- VFDs
Industrial Networks
- CAN
- Ethernet
- EtherCAT
- PROFIBUS
- PROFINET
- PROFIsafe
- TCP/IP
Safety
- Functional Safety
- Safety PLC
- Safety Integration
- ATEX
- Leuze Safety Systems
System Integration & Deployment
Carrying an idea from bench to plant floor, and keeping it running.
System Integration
- Robotics Integration
- Automation Integration
- Vision Integration
- Electrical Integration
- Mechanical Interfaces
- IT/OT Integration
End-to-End Engineering
- Functional Analysis
- System Definition
- Technology Selection
- Procurement
- Integration
- Testing
- Validation
- Commissioning
Industrial Deployment
- Industrialization
- Production Deployment
- Multi-Site Deployment
- Pilot-to-Scale
- Operational Readiness
- Production Support
- Manufacturing Operations
Performance
- Operational Excellence
- Continuous Improvement
- Performance Management
- Reliability
- KPI Structuring
Electronics & Embedded Systems
The foundation everything else was built on.
- Industrial Electronics
- Electronic Systems
- Embedded Systems
- PIC Microcontrollers
- Embedded Programming
- Servo Drives
- VFDs
- Electronic Troubleshooting
- Electrical Integration
Tools: Proteus · ARES · MPLAB · PICC · OrCAD · VxWorks RTOS
Transformation & Leadership
Product / Program / Project Leadership
Turning technical depth into organizational direction.
Product
- Product Ownership
- Product Strategy
- Business Product Ownership
- Product Leadership
- Digital Interface Functional Validation
- UX/UI Review
- User Needs Translation
- Business–Technology Alignment
Project / Program
- Project Management
- Program Leadership
- Portfolio Management
- Multi-Project Coordination
- Project Steering
- Project Governance
- Risk Management
Strategy
- Strategic Planning
- Strategic Roadmaps
- Technology Roadmaps
- Prioritization
- Technology Strategy
- Innovation Strategy
Execution
- Agile
- SAFe
- Industrialization
- Multi-Site Deployment
- Pilot-to-Scale
- Operational Readiness
Engineering & Transformation Leadership
Kept separate from project management — and not overstating formal hierarchical people management.
- Engineering Leadership
- Cross-functional Leadership
- Team Coordination
- Engineering Governance
- Stakeholder Management
- Change Management
- Innovation Leadership
- Technology Transformation
- Business Transformation
- Strategic Decision Support
- Executive Communication
- Executive Reporting
Digital Transformation
Structuring how manufacturing data and systems evolve.
- Industry 4.0
- Smart Manufacturing
- Industrial Digitalization
- Data-driven Manufacturing
- Manufacturing IS
- Industrial Data
- Data Use Cases
- Digital Twins
- Edge
- Cloud
- IT/OT Integration
- Vehicle Electronics
- Traceability Systems
- Multi-Plant Systems
- Emerging Technologies
- Technology Adoption
Cybersecurity & Governance
Governance and regulatory-transformation expertise — not penetration testing or SOC operations.
- UNECE UN-R155
- UN-R156
- CSMS
- SUMS
- Industrial Cybersecurity
- Manufacturing Cybersecurity
- Cybersecurity Governance
- Vulnerability Management
- Regulatory Transformation
- Audit
- International Coordination
- Executive Reporting
Solution Engineering
The interface between product, R&D, operations, manufacturing and business.
- Solution Engineering
- Customer Solutions
- Technical Consulting
- Business Requirements
- Business Process Management
- Operational Readiness
- Technical Communication
- Customer Success
Capability Building & Knowledge Transfer
Academic teaching → industrial knowledge transfer → capability building.
- University Teaching
- Technical Knowledge Transfer
- Student Mentoring
- Technical Training & Support
- Onboarding
- Project-Management Capability Building
- Project-Steering Capability Building
- Technical Documentation
- Procedures & Methods
- Knowledge Structuring
- Cross-functional Knowledge Sharing
Tools & Technical Foundations
AI & Data Tools
Tools actually used, and where — not a claim of equal depth across every one of them.
MATLAB
- Image Processing
- Computer Vision
- Neural Network Foundations
- Modelling & Control
Python
- Engineering & AI-oriented Programming
Cognex / In-Sight Explorer
- Industrial Machine Vision
OMRON Vision Simulation
- Machine Vision & Simulation
Generative AI & AI-Assisted Workflows
The generative-AI tools actually used, and the kinds of work they support.
Tools
- ChatGPT
- Claude
Uses
- AI-assisted Research
- Knowledge Synthesis
- Documentation
- Content Generation
- AI-assisted Prototyping
Software & Programming
Applied where the work needed it — not claimed as equal proficiency across every language.
- Python
- C++
- C
- C#
- MATLAB
- KUKA KRL
- ABB RAPID
- IEC 61131 Languages
- Ladder Logic
- Siemens S7
- Assembly Language
Maintenance, Reliability & Technical Support
Hands-on experience across the equipment lifecycle.
- Corrective / Curative Maintenance
- Preventive Maintenance
- Predictive Maintenance
- Troubleshooting
- Fault Diagnosis
- Equipment Repair
- Reliability Improvement
- Robotics Reliability
- Technical Support
- Commissioning
- Maintenance Planning
- Production Support
- Spare Parts & Inventory Management
Tools: MP2
Collaboration Tools
- Jira
- Microsoft Teams
- Klaxoon
- Microsoft Office
- OpenOffice
- LaTeX
- MP2
- LOYAL / ISO Quality Management
Entrepreneurship · Art · Culture · Design
Entrepreneurship
Turning a creative vision into a structured, positioned business.
- Entrepreneurship
- Business Model Development
- Business Strategy
- Brand Development
- International Development
- E-commerce
- Digital Strategy
Digital & Entrepreneurial Tools
Knowledge and project organization supporting the Orígenes entrepreneurial experience.
Notion
- Knowledge Management
- Project Organization
- Brand & Content Planning
- Documentation
Digital Design & Web
Connecting brand, content and technology through user-centred digital experiences.
Digital Experience
- UX/UI
- Information Architecture
- Web Design
- Content Structuring
- Digital Storytelling
Web & E-commerce
- WordPress
- WooCommerce
- E-commerce Architecture
- Product Content
Design Toolkit
- Adobe Photoshop
- Adobe Illustrator
- Procreate
- Adobe After Effects
- Adobe Express
- Sketchbook
- SketchUp
- Figma
- Canva
Creative Direction
Shaping how a brand's visual universe is seen and felt.
- Creative Direction
- Art Direction
- Brand Identity
- Visual Storytelling
- Collection Presentation
- Visual Merchandising
Art & Design
The practical craft behind every visual and product decision.
- Illustration
- Graphic Design
- Product Design
- Visual Composition
- Textile Practice
- Packaging Development
Culture & Heritage
Rooting the work in a real place, material and community.
- Cultural Heritage
- Craftsmanship
- Artisan Knowledge
- Cultural Storytelling
- Traceability
- Authenticity
- Cultural Innovation
Responsible Design
Keeping the value of the work with the people and materials behind it.
- Material Awareness
- Responsible Packaging
- Sustainability Strategy
- Heritage Preservation
Future Innovation
A vision/concept dimension — not a claim of deployed systems.
- Cultural Heritage × AI
- Digital Heritage
- Knowledge Documentation
- Artisan Traceability
Languages
Spanish
French
English
German
Japanese
The work that demonstrates these skills lives alongside them in Creative Portfolio and Orígenes.