Projects
Please note that:
- Some projects CANNOT be disclosed due to confidentiality (NDA).
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 ***
National Agency for Artificial Intelligence projects (under NDA)
AI ***: *** platform
AI *** map
Information leaflet for responsible use of ***
DESF Alumni Association (IT area projects)
Official website
Personal projects
My infrastructure: Ridge
Me (AI version)
Personal website
Professional master's project
Sentiment Analysis API — Deployment and Monitoring
ScholarPort - Academic Portfolio Manager
AI Document Analysis Pipeline for DataTrust Solutions
Automatic Summarization of Electronic Health Records with Hugging Face
AI Agent for Financial Risk Management and Interactive Auditing
A system to synchronize files between two folders
Analysis of medical records for a hospital trust
Sales analysis for an e-commerce website
Deployment of a language recognition system for museum texts
A language identification model for museum texts
A correction algorithm for a search engine
Sales analysis for a supermarket chain
Wikipedia analysis
Bank customer analysis
Anti-spam software for a university
Anti-hater filter for social networks
Face detection for digital cameras
Credit worthiness for credit card issuance
Cross-selling of insurance policies
Statistical model to predict newborn weight
Exploratory analysis of the Texas real estate market
Software for managing ordinary store operations
Academic research (partially under NDA)
Intertemporal transmission of income
Parametric version of the relative distribution method
Bipolarization in the income distribution
Technologies, frameworks, libraries and keywords used in projects
AI AgentsAgileAI adoptionAI transparency frameworkALM OctaneAnacondaAnsibleApache CassandraApache sparkAPI gateway AWSArtificial intelligenceAsyncioAuditingAzureAzure DevOpsBART / T5Beautiful SoupBenchmarkingBi-LSTMBig dataBusiness intelligenceBusiness optimizationCharacter n-gramsChatbotChromadbCI/CDClassificationCloudflareCloudflare Zero TrustComparative frameworkComputer visionConstrained optimizationConvolutional neural networksCoolifyCosine similarityCQLCross-validationCSSCustom activation functionsCybersecurityCypherData analysisData visualizationDatabricksDBeaverDecision treeDeep learningDeepevalDeploymentDiffusersDistributionsDjangoDjango RESTDoc2vecDockerDynamoDB AWSEmbeddingETLEvaluateExploratory data analysis (EDA)Express.jsFAISS / Vector SearchFastAPIFeature engineeringFinetuningFlaskFlexboxFull-Stack DevelopmentGenerative AIGensimGit / GitHub / GitLab / GiteaGloveGoogle ADKGoogle ColabGovernanceGPUGradioGrafanaGretlGridGunicornHallucination and reliability testingHigh interpretabilityHistograms of oriented gradients (HOG)Historical trendsHTMLHugging FaceImage pyramidIncome distributionIncome prediction in generation t+1Infrastructure as Code (IaC)InsightsJavaScriptJenkinsJiraJsonifyJSXJupyter notebookJWTJWT AuthenticationLambda AWSLangChainLangGraphLaTeXLDALearning curveLevenshtein distanceLightGBMLiteLLMLlamaIndexLLMLoggingLogistic regressionMachine learningMarshmallowMatplotlibMattermostMediaWikiMicrosoft Agent FrameworkMinIOML/AIMLflowMLOpsModel evaluationMongoDBMonte Carlo SimulationMultilabel classificationMultilayer perceptronMultiple linear regressionMultiprocessingMySQL / MariaDBNaive bayesNamed entity recognition (NER)Neo4jNeural networkNftablesNGINXNLPNLTKNode.js / ExpressNon-maximum suppressionNon-parametric Gaussian kernel estimator for univariate and bounded support dataNoSQLNumPyNVIDIAOpen sourceOpenProjectOptunaOR-ToolPandasParadoxesParametricPentaho SpoonPillowPineconePipelinePoetryPolicy design and implementationPower BIPowerShellPreprocessingPrometheusPrompt engineeringPugPycharmPydanticPymongoPySparkPythonPyTorchQuality metricsQueryRRAGRagasRandom forestReReact routerReact.jsRegularization and monitoring to prevent model drift/degenerationRegulatory compliance (AI Act)Relative distributionReparameterizationsREST APIRNNRStudioRUSScikit-learnSciPySeabornSentence-TransformersSHAP valuesSliding windowSMOTESpaCySQLStakeholder engagementStandardizationStataStreamlitStreamlit cloudString similaritySvm/SvcSystem evaluationSystemic riskTableauTensorFlow / KerasTeXstudioText classificationTF-IDFTheoretical and applied modelsThreadingThreat intelligenceTiktokenTimmTokenizersTorchvisionTraefikTransformersTransparencyTSNETypingUbuntu ServerUnittestUuidUvicornValue at Risk (VaR)VercelVS CodeVS CodiumWaterfallWord2VecXGBoost
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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 ***
AI ***: *** platform
AI *** map
Information leaflet for responsible use of ***
Official website
My infrastructure: Ridge
Me (AI version)
Personal website
Sentiment Analysis API — Deployment and Monitoring
ScholarPort - Academic Portfolio Manager
AI Document Analysis Pipeline for DataTrust Solutions
Automatic Summarization of Electronic Health Records with Hugging Face
AI Agent for Financial Risk Management and Interactive Auditing
A system to synchronize files between two folders
Analysis of medical records for a hospital trust
Sales analysis for an e-commerce website
Deployment of a language recognition system for museum texts
A language identification model for museum texts
A correction algorithm for a search engine
Sales analysis for a supermarket chain
Wikipedia analysis
Bank customer analysis
Anti-spam software for a university
Anti-hater filter for social networks
Face detection for digital cameras
Credit worthiness for credit card issuance
Cross-selling of insurance policies
Statistical model to predict newborn weight
Exploratory analysis of the Texas real estate market
Software for managing ordinary store operations
Intertemporal transmission of income
Parametric version of the relative distribution method
Bipolarization in the income distribution
Technologies, frameworks, libraries and keywords used in projects
AI AgentsAgileAI adoptionAI transparency frameworkALM OctaneAnacondaAnsibleApache CassandraApache sparkAPI gateway AWSArtificial intelligenceAsyncioAuditingAzureAzure DevOpsBART / T5Beautiful SoupBenchmarkingBi-LSTMBig dataBusiness intelligenceBusiness optimizationCharacter n-gramsChatbotChromadbCI/CDClassificationCloudflareCloudflare Zero TrustComparative frameworkComputer visionConstrained optimizationConvolutional neural networksCoolifyCosine similarityCQLCross-validationCSSCustom activation functionsCybersecurityCypherData analysisData visualizationDatabricksDBeaverDecision treeDeep learningDeepevalDeploymentDiffusersDistributionsDjangoDjango RESTDoc2vecDockerDynamoDB AWSEmbeddingETLEvaluateExploratory data analysis (EDA)Express.jsFAISS / Vector SearchFastAPIFeature engineeringFinetuningFlaskFlexboxFull-Stack DevelopmentGenerative AIGensimGit / GitHub / GitLab / GiteaGloveGoogle ADKGoogle ColabGovernanceGPUGradioGrafanaGretlGridGunicornHallucination and reliability testingHigh interpretabilityHistograms of oriented gradients (HOG)Historical trendsHTMLHugging FaceImage pyramidIncome distributionIncome prediction in generation t+1Infrastructure as Code (IaC)InsightsJavaScriptJenkinsJiraJsonifyJSXJupyter notebookJWTJWT AuthenticationLambda AWSLangChainLangGraphLaTeXLDALearning curveLevenshtein distanceLightGBMLiteLLMLlamaIndexLLMLoggingLogistic regressionMachine learningMarshmallowMatplotlibMattermostMediaWikiMicrosoft Agent FrameworkMinIOML/AIMLflowMLOpsModel evaluationMongoDBMonte Carlo SimulationMultilabel classificationMultilayer perceptronMultiple linear regressionMultiprocessingMySQL / MariaDBNaive bayesNamed entity recognition (NER)Neo4jNeural networkNftablesNGINXNLPNLTKNode.js / ExpressNon-maximum suppressionNon-parametric Gaussian kernel estimator for univariate and bounded support dataNoSQLNumPyNVIDIAOpen sourceOpenProjectOptunaOR-ToolPandasParadoxesParametricPentaho SpoonPillowPineconePipelinePoetryPolicy design and implementationPower BIPowerShellPreprocessingPrometheusPrompt engineeringPugPycharmPydanticPymongoPySparkPythonPyTorchQuality metricsQueryRRAGRagasRandom forestReReact routerReact.jsRegularization and monitoring to prevent model drift/degenerationRegulatory compliance (AI Act)Relative distributionReparameterizationsREST APIRNNRStudioRUSScikit-learnSciPySeabornSentence-TransformersSHAP valuesSliding windowSMOTESpaCySQLStakeholder engagementStandardizationStataStreamlitStreamlit cloudString similaritySvm/SvcSystem evaluationSystemic riskTableauTensorFlow / KerasTeXstudioText classificationTF-IDFTheoretical and applied modelsThreadingThreat intelligenceTiktokenTimmTokenizersTorchvisionTraefikTransformersTransparencyTSNETypingUbuntu ServerUnittestUuidUvicornValue at Risk (VaR)VercelVS CodeVS CodiumWaterfallWord2VecXGBoost