20 projects

Personal Project

Kubernetes GitOps Platform

A production-style k3s platform built step by step, from Docker Compose to GitOps with Helm, Kustomize, Flux CD, SSO, a private registry, di...

KubernetesGitOpsHelmKustomizeFlux CD
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Personal Project

CV RAG

Local RAG platform for synthetic CV generation, ingestion, hybrid retrieval and a LangGraph assistant.

FastAPILangGraphQdrantLiteLLMPydantic
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Personal Project

Bayesian Neural Networks

Five uncertainty quantification methods for neural networks, MC Dropout, Variational Inference, PBP, HMC and ABC-SS, packaged as reusable mo...

PyTorchBayesian InferenceUncertainty QuantificationMCMCVariational Inference
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Personal Project

AI Movie Recommendator

Conversational RAG assistant using hybrid search, LangGraph and WebSockets.

LLMLangGraphQdrantPostgreSQLLiteLLM
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Personal Project

Smart Itinerary Generator

Personalized tourist itinerary generator using NLP and geospatial optimization.

ReactLeafletTailwind CSSFastAPISQLModel
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Personal Project

News Recommendation System

Hacker News-based recommender using scraping, NLP and semantic search with Qdrant.

NLPWeb ScrapingSeleniumspaCySentence Transformers
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Personal Project

GeoChat

Conversational geolocation assistant using OpenAI and Streamlit.

OpenAIStreamlitGeocodingRAGNominatim
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Personal Project

Clustering Comparison

Compares clustering algorithms (KMeans, DBSCAN, Agglomerative, SOM) on datasets.

scikit-learnClusteringKMeansDBSCANAgglomerative
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Personal Project

Particle Universe Simulation

A Java simulation of gravitational interactions between particles in 2D space using Newtonian mechanics.

PhysicsSimulationN-BodyNewtonian MechanicsSwing
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Personal Project

ML Classification by Lifestyle

Classifies obesity levels from lifestyle; compares classifiers and ensembles.

Machine Learningscikit-learnClassificationKNNDecision Tree
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Personal Project

Animal ML Classification

REST API to classify animals by physical features (traditional ML). FastAPI + Docker.

FastAPIscikit-learnMachine LearningREST APIClassification
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Personal Project

FitMatch

Training & diet platform with smart matching between users and trainers.

Web AppFlutterNode.jsExpressSQL
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Personal Project

Mongo Spring Spark Template

Template integrating MongoDB, Spring Boot, and Apache Spark for batch processing and data management.

Spring BootMongoDBApache SparkREST APIDocker
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Professional Project

Khaos Research

Data Space in Agora Datalab

Development, maintenance and deployment of the data space in Agora Datalab.

Data Science PlatformBig DataData AnalyticsKubernetesCI/CD
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Professional Project

TD Consulting (Top Digital)

Prosync

Web application development for Prosync, focusing on data synchronization and process automation.

Web DevelopmentData SynchronizationAutomationAI
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Professional Project

TD Consulting (Top Digital)

Vodafone Spain Platforms

Development and integration of internal platforms for Vodafone Spain in collaboration with TD Consulting.

TelecommunicationsPlatform IntegrationEnterpriseAICRM
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Professional Project

QUANTIA

Aquahub - Biomethane Digesters

Prediction and optimization of biomethane digesters.

Machine LearningDeep LearningForecastingOptimizationData Analytics
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Professional Project

QUANTIA

Predisolia

Development of an advanced forecasting and prediction system for photovoltaic production.

ForecastingMachine LearningAIDeep LearningData Analytics
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Professional Project

QUANTIA

Benissa Digital Touristic Twin

Creation of a touristic digital twin for the Benissa City Council.

Digital TwinData Analytics
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Professional Project

Personal (client)

Laureano landing page

Development of a website for an anesthetist with SEO and responsive design. Made with React Vite and deployed using a VPS with Caddy Server.

Landing PageWeb DevelopmentUI/UXSEOResponsive Design
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