Analysis, specification, design, and implementation of Internet of Things (IoT)-based applications. Extraction, transformation, and IoT data migration with Azure.
Artificial Intelligence Data Development and Modeling
Data integration, cleansing, and merging from multiple sources: Elasticsearch, device log data, device registration data, and CSV. Migration of data from PostgreSQL to Azure Databricks and setup of ETL pipelines in Azure Data Warehouse Data preparation for AI-based algorithms to feed the model in Azure Databricks Data governance to ensure data reliability and consistency Implementation of the Tenorflow algorithm for device analysis to detect errors proactively Deployment and monitoring of ETL pipelines with Docker and Kubernetes in Azure Databricks Comparison of Tensorflow model results and performance optimization.
Data Migrations from Legacy Systems to AMOS using Talend
Design and implementation of technical systems for data migration from legacy systems to AMOS with Talend. Development of interfaces (ETL) using the data integration tool Talend Data Integration. Exporting data from various sources and in AMOS migrations. Deployment and testing of Talend DI data interfaces on deployment servers