Department of Defense ElasticSearch Multi-Language Development by Ronnie DoveDepartment of Defense ElasticSearch Multi-Language Development by Ronnie Dove

Department of Defense ElasticSearch Multi-Language Development

Ronnie Dove

Ronnie Dove

I have worked with ElasticSearch for over 5 years, both commercially and inside of the Department of Defense. From within the DoD, I focused on index and query strategies related to multi-lingual data. This includes working with stemmer token filters and ICU analysis plugins. In addition to the query API, I also worked with the highlighting, aggregation, and suggesters API. I have built real-time dataflow processing which was stored in ElasticSearch, utilizing technologies such as NiFi and logstash. I have worked on building Kibana dashboards with the data stored in ES. Searching capabilities within this system included the need to use ICU plugins to perform case sensitive, punctuation sensitive, diacritic sensitive and more sensitivities when doing searches. I wrote the following article about NLP processing in ElasticSearch: https://www.linkedin.com/pulse/natural-language-extractions-using-machine-learning-ronnie-dove/
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Posted Feb 29, 2024

Improved ElasticSearch queries with better indexing strategies and dataflow processing.

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Oxford Construction of Pennsylvania Inc