Erich Heil
Consultant
Biography
Building data products. Therefore always learning to get better in designing software architectures, the process of software development and in the fields of data engineering and data science.
Download my resumé.
Interests
- Artificial Intelligence
- Data visualization
- Deep Learning
- Domain driven desgin
- Big data
- IoT
- Streaming
Education
Diplomingenieur in Information and Knowledge Management, 2011
Vienna University of Technology
Bachelor of Science in Media Informatics, 2009
Vienna University of Technology
Experience
Software and Architecture Consultant
- As a consultant through my own single-member enterprise (EPU), I’ve worked on impactful projects for Tech2People and Canto:
- Tech2People: Provided architectural and DevOps consultation to enhance their existing platform for medical sensor data analysis and visualization, supporting patients and therapists in therapy.
- Technologies: TypeScript, Python, Docker, Azure suite (Databricks, App Service, Data Factory)
- Canto: Built a cloud-native, event-driven platform to scale AI Visual Search for extensive customer datasets, achieving real-time, high-performance search across millions of assets.
- Technologies: Kubernetes, Python, Kafka, machine learning models, Milvus
Lead Developer
- Architecture and test-driven development of a platform for the evaluation and visualization of medical sensor data to support patients and therapists in everyday therapy.
- Design and implementation of ETL processes, data models, databases, as well as the conception and implementation of anonymization and accessibility concepts.
- Organization and execution of code reviews.
- TypeScript, Python, Docker, Azure, Angular, Azure Databricks, Azure App Service, Azure Data Factory
Data Engineer
- Development of an Enterprise Search based on ElasticSearch.
- Conversion of deployment pipelines to Docker.
- Setup and monitoring of various cluster environments based on Openshift.
- TypeScript, ElasticSearch, Docker, Kubernetes, Azure DevOps, Openshift
Data Scientist and Senior Developer
- Architecture and test-driven development of a platform for the manual and automated creation of data visualizations. Visualizations can be embedded into websites. The platform processes more than 100 million requests for more than a million people per day. Furthermore, thousands of data sets are programmatically extracted from free statistics portals, transformed and loaded into the platform. From this, visualizations are automatically updated or newly created.
- Design and implementation of ETL processes, data models, databases and data governance structures and data validation systems.
- Development of a tagging system with integrated speech recognition, named entity recognition, topic classification and geographic classification.
- Development of a semantic search.
- Organization and execution of code reviews.
- Python, JavaScript, TypeScript, ElasticSearch, Tensorflow, Docker, Kubernetes, Google Cloud, AWS, MongoDB, Angular, scikit-learn, Transformers, git, Jira
Software Developer
- Architecture and development of a CRM solution with included cash register software.
- Design and development of an Android app for carrying out inventories.
- C#, Java, JavaScript, SQL, MVVM, MySql, MongoDB, Angular, git, Jira
CTO and Founder
Thrive GmbH
- Architecture and development of a web-based data science platform.
- Tutorial Video: https://bit.ly/2Th32ls
- Jupyter Notebooks, JavaScript, Python, MongoDB, Meteor, AWS, Docker, git, Jira, CI/CD, Monitoring
Senior Expert and Head of Data Center
- Establishment and management of a data center for data preparation, data documentation and data provision Infrastructure development and dissemination activities.
- Design and implementation of data-based scientific commissioned studies for ministries and other stakeholders in the public sector.
- Statistical modeling and exploratory data analysis - regression models and clustering methods.
- Python, SQL, PostgreSQL, Apache Hadoop, Hive, scikit-learn
Projects
just a few pet projects I’ve worked on in my spare time.
Webapplication that allows users to train an ai to find relevant content from continually scraped sources such as reddit.
Planning a new personal development environment
chatbot that makes austria’s geographical opendata queryable via visualizations for human beings.
Posts
Publications
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