Experience

Corti

• Denmark
• Software Development
• 1 - 100 Employee

• Data Scientist

  • Aug 2021 - Present

  AI driven emergency medical consulation analysis, disease detection and automated triage ~Enabled automated tracking of conversation quality for call taker training and medical quality assurance of 1M emergency medical calls per year through designing and implementing an NLP search and ingestion API for call text on top of Elasticsearch. ~Identified model drift in ASR model and several medical classification models through designing and implementing metrics and tests for… Show more AI driven emergency medical consulation analysis, disease detection and automated triage ~Enabled automated tracking of conversation quality for call taker training and medical quality assurance of 1M emergency medical calls per year through designing and implementing an NLP search and ingestion API for call text on top of Elasticsearch. ~Identified model drift in ASR model and several medical classification models through designing and implementing metrics and tests for monitoring ML models and search services. ~ Accelerated customer onboarding by 20x through redesigning and reimplementing our ingestion and integration service for customer Audio and medical metadata. Show less AI driven emergency medical consulation analysis, disease detection and automated triage ~Enabled automated tracking of conversation quality for call taker training and medical quality assurance of 1M emergency medical calls per year through designing and implementing an NLP search and ingestion API for call text on top of Elasticsearch. ~Identified model drift in ASR model and several medical classification models through designing and implementing metrics and tests for… Show more AI driven emergency medical consulation analysis, disease detection and automated triage ~Enabled automated tracking of conversation quality for call taker training and medical quality assurance of 1M emergency medical calls per year through designing and implementing an NLP search and ingestion API for call text on top of Elasticsearch. ~Identified model drift in ASR model and several medical classification models through designing and implementing metrics and tests for monitoring ML models and search services. ~ Accelerated customer onboarding by 20x through redesigning and reimplementing our ingestion and integration service for customer Audio and medical metadata. Show less



Min Doktor

• Sweden
• Medical Practices
• 100 - 200 Employee

• Data Scientist

  • Aug 2018 - Aug 2021

  Text and image-based automated triage and treatment for low acuity primary care. ~Enabled modern Data Science workflows through designing and implementing a modern data warehouse with automated, tested ETL pipelines, custom encryption for GDPR and HIPAA compliance, and domain modelled data with visualization in Looker. ~ Enhanced patient experience by building, evaluating and monitoring NLP classification models for symptom search and improved marketing responsivenes for patient… Show more Text and image-based automated triage and treatment for low acuity primary care. ~Enabled modern Data Science workflows through designing and implementing a modern data warehouse with automated, tested ETL pipelines, custom encryption for GDPR and HIPAA compliance, and domain modelled data with visualization in Looker. ~ Enhanced patient experience by building, evaluating and monitoring NLP classification models for symptom search and improved marketing responsivenes for patient Churn with statistical predictive models such as customer Lifetime Value. Show less Text and image-based automated triage and treatment for low acuity primary care. ~Enabled modern Data Science workflows through designing and implementing a modern data warehouse with automated, tested ETL pipelines, custom encryption for GDPR and HIPAA compliance, and domain modelled data with visualization in Looker. ~ Enhanced patient experience by building, evaluating and monitoring NLP classification models for symptom search and improved marketing responsivenes for patient… Show more Text and image-based automated triage and treatment for low acuity primary care. ~Enabled modern Data Science workflows through designing and implementing a modern data warehouse with automated, tested ETL pipelines, custom encryption for GDPR and HIPAA compliance, and domain modelled data with visualization in Looker. ~ Enhanced patient experience by building, evaluating and monitoring NLP classification models for symptom search and improved marketing responsivenes for patient Churn with statistical predictive models such as customer Lifetime Value. Show less



OLRAC SPS HOLDINGS LTD

• United Kingdom

• Numerical Optimization Researcher

  • Jan 2015 - Jun 2016

  Fisheries modeling consultancy working with governments to allocate allowable catch ~ Sped up model run time by 10x through rewriting optimization procedures for the allowable catch model with a modern optimization package on top of C++ code. Fisheries modeling consultancy working with governments to allocate allowable catch ~ Sped up model run time by 10x through rewriting optimization procedures for the allowable catch model with a modern optimization package on top of C++ code.