Education & stack

CV

Two engineering degrees from Universidad Politécnica de Madrid, a master's thesis at TU Dortmund, advanced AI training at the University of Oxford, and the full technical inventory.

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Education

Advanced Artificial Intelligence: Deep Unsupervised Learning & Computer Vision

Jun 2025 — Aug 2025

University of Oxford — United KingdomGrade: A+

Deep Unsupervised Learning · Generative AI · Computer Vision · Natural Language Processing.
Two final projects graded A+: a multimodal generative AI framework and a multimodal visual intelligence platform.

MSc Robotics and Automation

Sep 2023 — Jun 2025

Universidad Politécnica de Madrid — Spain8.2 / 10

Master's Thesis carried out at Technische Universität Dortmund (FLW Chair) on event-based 3D prediction for logistics.
Relevant coursework: Computer Vision, Robot Guidance and Navigation, Optimal and Adaptive Control, Artificial Intelligence, Machine Learning, Deep Learning, Nonlinear Systems, Domotics, Advanced Automation.

BSc Electronics and Automation Engineering

Sep 2018 — Jun 2023

Universidad Politécnica de Madrid — Spain

Patent granted based on my Bachelor's Thesis (P202331053).
Authored two papers on microelectronics and low-power electronics (Frontiers).
Member of the Robotics Club and the Sports Club.

Languages

Spanish: Native
English: C1 — professional working proficiency
German: A2 — developed while at TU Dortmund

Core stack

Day-to-day

Software Engineering & Deployment

PythonC++C# FastAPIREST APIsPydantic GitDockerKubernetes CI/CDMicroservices

Agentic AI & LLM Engineering

LangChainLangGraphCrewAI Multi-Agent SystemsAgent Orchestration Tool / Function CallingState & Memory Management ReActHuman-in-the-LoopMCP OpenAIAnthropicDeepSeek Open-Source Models

RAG & LLMOps

RAGAgentic RAGEmbeddings ChunkingVector Databases Semantic RetrievalContext Engineering LLM EvaluationObservability GuardrailsPrompt Engineering Cost & Latency Optimization

Machine Learning, Computer Vision & Robotics

PyTorchOpenCVYOLO Deep LearningTransformers & ViT NeRFROS2SLAM LiDAR3D & Event-Based Vision

Full inventory

Robotics & Autonomy

ROS2Composable Nodes Lifecycle NodesGazeboAerostack2 Apolo SimulatorSLAMLiDAR Sensor FusionGuidance & Trajectory Prediction NavigationPath PlanningA* Search Voronoi GraphsKalman Filter Extended Kalman FilterObstacle Avoidance Coverage Path PlanningUAV Autonomy GNSS-Denied NavigationPrecision Landing

Computer Vision

OpenCVPyTorchYOLO Faster R-CNNSupervised Learning Semi-Supervised LearningSelf-Supervised Learning CNNsFCNsRNNs TransformersVision Transformers SwinImage Segmentation Object DetectionClassification Event CamerasNeRF 3D ReconstructionDataset Creation Annotation AutomationmAP Evaluation

Generative AI

LLMVLMDiffusion Models Stable DiffusionGANsPix2Pix CycleGANVAEsAutoencoders CLIPContrastive Learning Text-to-ImageInpainting Style TransferNatural Language Processing

Embedded, IoT & Hardware

Embedded C/C++Microcontrollers STM32ArduinoRaspberry Pi RTOSFPGAs MicroelectronicsLow-Power Sensors Sensor DesignWearables Capacitive SensorsTENG Structural Health MonitoringData Acquisition Wi-FiLoRaMQTT SPII2C TCP/UDP

Safety-Critical & Aerospace

Critical Embedded SystemsDAL-A Verification & ValidationCertification Requirements TraceabilityCompliance

Tools, Design & Algorithms

MATLABSimulinkFusion 360 AutoCAD3D Printing System ArchitecturePrototyping Genetic AlgorithmsGradient Optimization Breadth-First Search

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Two pages: experience and production systems first, then education, research and skills.

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