Ángel Sanz Gutiérrez - AI and Machine Learning Banner

Hi, I'm
Ángel Sanz Gutiérrez

Machine Learning & AI Engineer

Passionate about research and developing intelligent solutions to complex real-world challenges.

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About Me · Journey & Focus

About Me

Overview

Artificial Intelligence & Machine Learning Engineer

I'm Ángel Sanz Gutiérrez, based in Madrid, Spain. My approach unites a strong mathematical and algorithmic foundation with rigorous software engineering, allowing me to deeply understand model behavior, critically evaluate performance, and explain predictions with transparency (as far as models allow and mathematics keeps us sane).

Backed by a solid university background in Artificial Intelligence and Computer Science, my work centers on advanced data modeling, deep neural network training and interpretability, and autonomous agents powered by Reinforcement Learning.

AI & ML
Specialization
UPM · UPNA
Accredited Education
Madrid
Location
Academic

Accredited University Education

Formal degree in Computer Science with postgraduate specialization in Artificial Intelligence, enriched with international academic exchange.

Master's Degree in Artificial Intelligence

2024 – Present

Technical University of Madrid (UPM)

Bachelor's Degree in Computer Science

2018 – 2024

Public University of Navarre (UPNA)

International Academic Exchange (Erasmus+ Grant)

2023

Grenoble INP · Univ. Grenoble Alpes (France)

Specialization Diploma in Video Game Development & Virtual Reality

2018 – 2023

Public University of Navarre (UPNA)

Expertise

Technical Pillars & Core Domains

Machine Learning & Deep Learning

Predictive modeling, deep neural networks, and advanced data pipelines.

PyTorchKerasScikit-LearnNumPyPandas

Reinforcement Learning & Optimization

Autonomous intelligent agents, environment simulation, and optimization algorithms.

DQN / PPOPyTorchRay TunePymgridMetaheuristics

Programming Languages

Scientific computing, algorithmic efficiency, and robust software engineering.

PythonRCJava

Systems & Development Environments

Operating systems management, version control, and automated developer workflows.

LinuxWindowsGitBash

Portfolio

Featured Projects

Microgrid Management with Reinforcement Learning
Reinforcement Learning

Microgrid Management with Reinforcement Learning

Intelligent energy optimization and microgrid management using Deep Reinforcement Learning algorithms (DQN and PPO).

Reinforcement LearningPyTorchDQNPPOSmart GridsPymgridPython
Artificial Bee Colony (ABC) for TSP
Metaheuristics

Artificial Bee Colony (ABC) for TSP

Optimization of the Traveling Salesperson Problem (TSP) using the bio-inspired Artificial Bee Colony (ABC) algorithm.

MetaheuristicsSwarm IntelligenceTSPOptimizationGenetic AlgorithmsPython
Semantic Segmentation for Autonomous Driving
Computer Vision

Semantic Segmentation for Autonomous Driving

Real-time semantic segmentation for autonomous vehicles on Cityscapes using U-Net and TensorRT GPU acceleration.

PyTorch LightningResNet-34U-NetOptunaTensorRTONNXCityscapes
Amazon Reviews Rating Prediction
NLP

Amazon Reviews Rating Prediction

Sentiment analysis and rating prediction on Amazon product reviews using Natural Language Processing (NLP).

NLPScikit-LearnSentiment AnalysisTF-IDFClassificationPython
KNN Student Pass/Fail Classifier in C
Machine Learning

KNN Student Pass/Fail Classifier in C

K-Nearest Neighbors classifier built natively from scratch in pure C with low-level memory optimization to predict academic performance.

CMachine LearningKNNLow-Level OptimizationAlgorithms

AI & Cloud Specializations

Certifications

Verify official credential: PyTorch for Deep Learning
Verify official credential
DeepLearning.AI January 2026

PyTorch for Deep Learning

Official certification issued by DeepLearning.AI covering layer design, architecture construction, and training optimization of deep neural networks using PyTorch.

PyTorchDeep LearningNeural Networks +2
Verify official credential: C1-Advanced
Verify official credential
Cambridge English October 2021

C1-Advanced

Official international advanced English language certification (Certificate in Advanced English - CAE) awarded by Cambridge Assessment English with a score of 182.

English C1Technical EnglishAcademic Writing +1
Verify official credential: Deep Learning Specialization
Verify official credential
Coursera / DeepLearning.AI November 2024

Deep Learning Specialization

Comprehensive 5-course specialization taught by DeepLearning.AI on Coursera. Deep neural networks, hyperparameter tuning, Convolutional Networks (CNNs), and Sequence Models / Transformers.

Deep LearningPyTorchCNNs +3
Verify official credential: AI-900: Microsoft Azure AI Fundamentals
Verify official credential
Microsoft May 2024

AI-900: Microsoft Azure AI Fundamentals

Official Microsoft credential validating foundational knowledge of Artificial Intelligence and Machine Learning in the Azure cloud: computer vision, NLP, conversational AI, and responsible AI principles.

Azure AIMachine LearningCloud AI +2
Verify official credential: Introduction to Neural Networks and PyTorch by IBM
Verify official credential
Coursera / IBM June 2023

Introduction to Neural Networks and PyTorch by IBM

Technical certification covering the design, construction, and training of neural networks with PyTorch: tensors, autograd, linear/non-linear classifiers, and CNN architectures.

PyTorchIBM Skills NetworkDeep Learning +2

Contact

Let's Talk

Location

Madrid, Spain

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