Projects

Please note that:
- Some projects CANNOT be disclosed due to confidentiality (NDA).
- Me (AI version) is sometimes closed to limit traffic. Contact me via email or LinkedIn to request access.

Internet & Idee projects (under NDA)

Engineering and development of a *** software

Data analysis of use *** and supporting client business strategy

Model to link *** and ***

Model for *** classification from ***

Model for *** detection

Model, heuristics, and web application for *** and *** detection

Model for classifying cyber threats from *** log data

Theoretical ETL infrastructure design for ***, pipeline for data preprocessing/processing and dynamic detector of ***

PythonGradioDockerOR-ToolConstrained optimizationBusiness optimizationPower BIData visualizationETLPowerShellData analysisPipelineBusiness intelligenceCybersecurityThreat intelligenceMachine learningNLPClassificationRegularization and monitoring to prevent model drift/degenerationArtificial intelligenceDeep learningComputer visionConvolutional neural networksStreamlitPreprocessingFeature engineering

National Agency for Artificial Intelligence projects (under NDA)

AI ***: *** platform

AI *** map

Information leaflet for responsible use of ***

AI transparency frameworkRegulatory compliance (AI Act)Stakeholder engagementPolicy design and implementationStandardizationQuality metricsAuditingParadoxesGovernanceSystemic riskAI adoptionSystem evaluationBenchmarkingTransparencyHallucination and reliability testingComparative framework

DESF Alumni Association (IT area projects)

Official website

Website
CloudflareJavascript

Personal projects

RLP4AI (Representation Language Protocol for AI) e PLAI (Prompt Language AI)

GitHub

My infrastructure: Ridge

More/Demo GitHub

Hybrid Quantum-Classical Intrusion Detection System

More/Demo GitHub

Me (AI version)

More/Demo GitHub

Personal website

Website
ML/AIMLOpsCloudflare Zero TrustInfrastructure as Code (IaC)AnsibleDockerNVIDIAGPUMLflowMinIOTraefikCI/CD (gitea actions)PrometheusGrafanaUbuntu ServerNftablesOpenProjectMattermostMediaWikiCoolifyVS CodeGradioPythonQuantum machine learningMachine learningVariational quantum circuitNeural networkStreamlit cloudChatbotLLMHugging faceArtificial intelligencePrompt engineeringGenerative AINLPCloudflareJavascriptAgentic AIOpen source

Professional master's project

A system to synchronize files between two folders

GitHub

Analysis of medical records for a hospital trust

GitHub

Sales analysis for an e-commerce website

GitHub

Deployment of a language recognition system for museum texts

GitHub

A language identification model for museum texts

GitHub

A correction algorithm for a search engine

GitHub

Sales analysis for a supermarket chain

GitHub parte 1 GitHub parte 2

Wikipedia analysis

GitHub

Bank customer analysis

GitHub

Anti-spam software for a university

GitHub

Anti-hater filter for social networks

GitHub

Face detection for digital cameras

GitHub

Creditworthiness for credit card issuance

GitHub

Cross-selling of insurance policies

GitHub

Statistical model to predict newborn weight

GitHub

Exploratory analysis of the Texas real estate market

GitHub

Software for managing ordinary store operations

GitHub
TableauBusiness intelligenceApache sparkPysparkBig dataNLPLogistic regressionFeature engineeringTF-IDFPipelineDatabricksPythonSQLETLQueryEmbeddingSpacyNltkRegexLDANamed entity recognition (NER)Cosine similarityText classificationRNNBi-LSTMTensorflow/kerasMultilabel classificationHistograms of oriented gradients (HOG)Image pyramidSliding windowNon-maximum suppressionDecision treeRandom forestSvm/SvcNaive bayesMultilayer perceptronLightGBMXGBoostSHAP valuesFinetuningLearning curveRUSSMOTEMultiple linear regressionExploratory data analysis (EDA)RInsightsHistorical trendsLevenshtein distanceString similarityCharacter n-gramsCross-validationModel evaluationFastAPIREST APIUvicornPydanticDeploymentMongoDBNoSQL

Academic research (partially under NDA)

Intertemporal transmission of income

Parametric version of the relative distribution method

Abstract code

Bipolarization in the income distribution

Working paper Thesis
Theoretical and applied modelsMultilayer perceptronCustom activation functionsIncome prediction in generation t+1Relative distributionReparameterizationsHigh interpretabilityDistributionsParametricIncome distributionNon-parametric Gaussian kernel estimator for univariate and bounded support data
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