I'm Mehmet

Data Engineer, Software Engineer, MLOps

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Expertise

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

MLOps

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

Experience

Software/Data Engineer

Konecranes

10/2017-Ongoing

Big Data Platform Development and Data Engineering for Machine IoT systems

IoT Data Streaming Services Design and Implementation

API Development for IoT Datalake and Data-Driven Digital Services

Management of Research Studies for IoT Data Standards

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Featured Projects

01.

IoT Data Lake Platform Development

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

AWS Big Data StackApache AirflowApache SparkApache Kafka
02.

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
03.

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.

NodeJSReact JSNeo4jIoT-OMI/ODFIFCD3js
04.

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

NodeJSReactJSNeo4jSVGIFCPython
projects

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