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Data Engineer, Software Engineer, MLOps

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Data Modeling

SQL, NoSQL and Graph based data modeling practices for IoT, Construction and Machinery Industry. Timeseries data management, design of KPIs for data-driven business strategies

Cloud (Native) Data Engineering

Design, automation of data pipelines for batch and stream processing. Serverless e2e data pipeline development with Cloud (AWS), Cloud-Native (Kubernetes) solutions and CI/CD tools


Design, development and automation Machine Learning lifecycle with MLFlow and Kubeflow. Cloud and on-premise (K8s) MLOps solutions with CI/CD tools


Software Engineer, Machine Data Platform Development



Big Data Platform Development and Data Engineering for Machine IoT systems

IoT Data Streaming Services Design and Implementation

API Development for IoT Datalake, Data-Driven Digital and Diagnostics Services

Management of Research Studies for IoT Data Standards

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Featured Projects


IoT Data Lake Platform Development

A data lake platform for IoT batch and streaming ETL, on-premise data movement, analytics, diagnostics and microservices. Proprietary project owned by Konecranes Global Oy.

AWS Big Data StackApache AirflowApache SparkApache Kafka

Edge-IoT and Run Time Data Flow Infrastructure

Edge-IoT and microservices infrastructure development project to establish run-time IoT data flow from machines. Proprietary project owned by Konecranes Global Oy.

AWS GreengrassAWS IoTAWS LambdaAWS KinesisKubernetesApache Kafka

VisuaLynk: Semantic Data Aggregation and Visualization

SaaS platform that collects, aggregates, and visually presents data from IoT devices and BIMs. It is also capable of analyzing building information with AI and machine learning algorithms. Proprietary project owned by VisuaLynk Oy.


SmartPlan: Interactive 2D Floor Plan for Facility Management

Development of a BIM-enabled software for facility management using interactive floor plans, graph-based semantic data management and granular information retrieval


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