AI Engineer · Madrid
I build things
that work.
Deep learning engineer with solid theoretical foundations.
Computer vision, video, signal processing, LLMs and AI agents.
EHU · UAM · CIC biomaGUNE · Zitu Informatika.
Projects
Vision · Generative · Medical AI
Synthetic Image Generation & Domain Adaptation for Missing Modalities in MRI Segmentation
Master's thesis (in progress). Synthetic generation for missing MRI modalities. Domain adaptation for robust segmentation with incomplete data.
Video · Tracking
Multi-Object Tracking MOT16
ByteTrack + NSA Kalman Filter + Re-ID with ResNet-18. Full pipeline from detection to robust tracking.
Vision · Biometrics · Security AI
Biometrics & Deepfake Detection
Biometrics and applied AI lab. Deepfake detection and biometric verification with deep learning.
Signal · BioTech · Applied ML
Enzyme Adhesion ML
MiniROCKET, pseudo-labeling and MLML on real biological data. Collaboration with CIC biomaGUNE.
Other projects
Vision · Segmentation
Semantic Segmentation
PSPNet on PASCAL VOC with weighted loss for class imbalance. FCN / DeepLabv3 comparison.
Vision · Detection
Object Detection
YOLO loss, Focal Loss, anchor design and mAP evaluation on PASCAL VOC.
Video · Classification
Video Classification UCF101
InceptionV3 + CNN-LSTM for temporal action recognition on UCF101.
Vision · Self-supervised
Self-supervised Learning
Rotation pretext task with ResNet-14/18. Label-free representation evaluation.
Vision · Classification
Image Classification
SimpleCNN, AlexNet, ResNet, Transfer Learning and Data Augmentation with PyTorch.
Audio · Generative
Music Generation
Music generation with deep learning. Collaborative project.
About
Engineer first.
Theory-backed.
BSc in AI from EHU, MSc in Deep Learning (audio, video & image) at UAM. I understand models inside out and make them work in practice.
I've worked with real data in applied research (CIC biomaGUNE), industry internships (Zitu Informatika), and standard benchmarks. I also design AI agent systems and process automation pipelines.
Deep Learning & ML
LLMs & Agents
Tools & Stack
Education
MSc in Deep Learning
UAM · Audio, vídeo e imagen
In progressBSc in Artificial Intelligence
EHU / UPV
ResearchExperience
Internship · AI / Dev
Zitu Informatika
IndustryBachelor Thesis · Applied ML
CIC biomaGUNE
ResearchContact