With more than 28 years of experience, I have held roles as Plant Manager, Director of Enterprise Architecture and Consultant specialized in MLOps and Data Architecture. Currently, I am a Cloud IoT Architect, integrating Supply Chain operations with IoT, Operations Research, ML, DL, CV and NLP, driving improvements and fostering innovation in global companies and SMEs.

My experience includes industries such as Electronics SMT PCB, Telecommunications, Automotive, Metal Mechanical, Pharmaceutical, Wholesale, Logistics, Retail Fast Fashion and E-com.

My specialties cover a wide range of areas, including:

Artificial Intelligence, Machine Learning, Deep Learning, Computer Vision, Natural Language Processing:

1. - Azure Services: IoTHub, Databricks, PySpark, ADF, ADLS, Azure SQL DW, Analysis Services, CosmosDB, Power BI, Airflow, DevOps, Bicep, Terraform.
2. - Skills: MATLAB, C++, Python, R Studio, H2O Flow, Data Studio LLM, LLM Studio, GPT.
3. - SQL procedures to Python code in PySpark, R Studio, Scala.
4. - I develop cloud solutions for Big Data and Non-Big Data in PySpark and SparkSQL.
5. - Development of scalable and reusable frameworks for data ingestion and processing.
6. - Pipeline integration

Data Governance:

1. - Regulations: ISO9001, IATF 16949, ISO38500, ISO26262.
2. - Repositories on GitHub
3. - Collaboration with business users, support team, other developers to understand and address data warehouse problems

Data Management and Transformation:

1. - Manufacturing Software: KPI, Backlog (MoSCoW), ABC Costing, RPN, Business Value.
2. - Operations Research CPLEX LP., LINGO.
3. - Cluster management, SQL workloads, classic types SQL warehouse, client managed, serverless Databricks Delta lake.
4. - Development, design, adjustment, mantto. PySpark Databricks Notebook scripts.
5. - Development of data warehouses, data marts, data modeling, analysis.
6. - Impl. pipelines ingest data from multiple sources with ADF, Azure Databricks and other ETL tools
7. - Analysis, processing performance optimization

Indicators | Prod./Mfg Processes:

1. - LEANSS, SMED, Waste, VSM, OSA, Kanban, PDCA, 5S, Visual Factory, U-Design, Takt Time, Capacity Analysis, Heijunka, Manufacturing.
2. - Tekla Structural Design, CAD Revit 3D BIM, docs. HVAC Drawings, Electro-Mech., Automation.
3. - C++ Language for Arduino, Raspberry Tests of Concept