Carlos Diogo

Head of the department responsible for Global Data Management Services and Enterprise Reporting Solutions for Supply Chain and Sales domains within the IT Business Intelligence and Analytics organization. Responsible for the Corporate Datawarehouse and Datalake

Roadmap and Strategy definition of BI solution portfolio supporting Supply Chain processes . Responsible as well for the Team and Service management.

Architecture and Design of Business Intelligence Solutions across the Corporate data pipeline with special incidence on Supply Chain subject areas. Additionally, responsible for a subset of reporting solutions that support External manufacturing Supply Chain processes.

Management of an excellent team of professionals delivering and supporting BI and Statistical Analysis solutions across Manufacturing, Supply Chain and R&D processes. Responsible as well for the Architecture, Strategy and Service Definition of the group.

Architecture and Design of Business Intelligence Solutions. Responsible for Intel Mobile Comms Specific BI Solutions covering Change management, Development, Support and Operations

Design and Implementation of Enterprise Business Intelligence Solutions Solutions include Backend implementations based in Oracle and MS SQL Server and Frontend based on Business Objects, MS Sharepoint Reporting Services and MS Analysis Services

Responsible for optimization and change management of the Supply Chain platform. Design and steering of implementation of new business processes Business process consulting Project management of cross functional projects Supporting Management on long term strategy definition. Department cost optimization and functional definition Evaluation of new platforms and applications

Responsible for the business and it strategy for the comparison search engine www.baratix.com Project management and design overview of key web-applications projects Consulting on Reporting, SEO, E-Marketing, Data-Mining and General Software development.

Team member for implementation of a automated long term planning platform Business requirements gathering and translation to functional specifications. Support and steering of the development teams. Development of reporting and analysis platform and techniques. Main focuses were on supply chain modelling and linear solver behaviour Customer Support and Training, continually driving to concepts improvement.

User requirements gathering, specification and test protocol definition Budget definition and project management of global/multi-organization projects.

Apache Spark overview, distributed machine learning principle, Linear and Logistic regression formulation ,linear classification, probabilistic predictions, categorical data and one-hot-encoding, feature hashing and PCA for dimensionality reduction

Introduction to R, Linear and Logistic Regression, Trees, Text Analytics , Clustering and Linear and Integer Optimization

The Linear Model, Error and Noise, Theory of Generalization, The VC Dimension, Bias-Variance Tradeoff, Neural Networks, Overfitting, Regularization, Validation, Support Vector Machines, Kernel Methods, Radial Basis Functions

Introduction to AI, Search and Planning, Constraint Satisfaction Problems, Game Trees and Decision Theory, Markov Decision Processes (MDPs), Reinforcement Learning (RL)

Programming , System architecture, Electronics, Chip design, Signal processing, Networks, Wired and Wireless communications , Automation, Artificial Intelligence