Intelligent analysis of industrial process data using neural networks, fuzzy clustering, ANFIS, and hybrid neuro-fuzzy models in MATLAB.

Data Quality Assessment for Industrial Data

Dynamic system monitoring using HMM, BAFO and Monte Carlo

Modèle de maintenance prédictive basé sur un Random Forest optimisé pour détecter les pannes industrielles (AI4I 2020)

Process Engineering simulation tools for industrial efficiency, mass-balance calculations, and system purity optimization.

Reproducible Python workflow for simulating PLC-style machine operation data, fault events, anomaly labels, validation checks, and visual outputs.

End-to-end industrial data pipeline built on Medallion architecture (Bronze / Silver / Gold) — SCADA ingestion, anomaly detection and Azure Blob Storage export

Pipeline IIoT em tempo real com MQTT, Kafka, InfluxDB e Grafana — Cenário de Mineração

Machine learning project to predict final steel temperature in industrial production processes.

Code and processed data accompanying the MSc thesis Integrating Dynamical Systems and Machine Learning for Modeling and Predicting Decay Across Wood Treatments, conducted at DTU in collaboration with the Danish Technological Institute.

Reproducible Python pipeline for multi-machine manufacturing anomaly detection, automated testing and engineering reporting.

Simulation, stockage et visualisation de mesures industrielles en Python/MySQL

Motor failure prediction using real industrial data (ELGi internship)

Predictive maintenance analysis of Scania vehicle components using feature engineering, PCA, and association-rule mining.

Industrial stability and risk analytics framework for solar ingot puller operations using engineered variability, control deviation (SP–PV gaps), drift features, and interpretable regression modeling.

Cognite is an industrial AI and data platform provider whose core product, Cognite Data Fusion (CDF), contextualizes and integrates data from OT, IT, and ET systems across oil and gas, energy, manufacturing, and mining industries.

AVEVA is an industrial software company (a subsidiary of Schneider Electric) providing engineering, operations, and data management software for energy, utilities, marine, and manufacturing industries. AVEVA's product portfolio includes System Platform (unified SCADA/MES/IIoT), Plant SCADA, MES, Edge, PI System (industrial data infrastructure), ...

Classify SAP BOM components as plastic / polymer / rubber / non-plastic — rules + ML, with confidence, evidence, and a review queue for ambiguous or contradictory rows.