Eric Brunner Email & Phone Number

Dallas, Texas, United States

• Deployed LLM application as a SME chatbot with RAG architecture on theranostic treatment• Led project team in developing hybrid deep-learning model and ML models to classify patient response and predict time-to-event outcomes• Assembled EHR dataset from Snowflake database sourced from Athena and Epic Systems• Developed HIPAA compliant Streamlit website for visualization and analytics of patient data and clinical operations• Implemented cross-team workflows with clinic and data… Show more • Deployed LLM application as a SME chatbot with RAG architecture on theranostic treatment• Led project team in developing hybrid deep-learning model and ML models to classify patient response and predict time-to-event outcomes• Assembled EHR dataset from Snowflake database sourced from Athena and Epic Systems• Developed HIPAA compliant Streamlit website for visualization and analytics of patient data and clinical operations• Implemented cross-team workflows with clinic and data extraction teams that detected and corrected errors in EHR data resulting in patient status reclassification Show less

• Developed LLM technical writing assistant with few-shot learning to assist director of our radiopharmacy with authoring technical QA reporting methodologies• Supervised team of data extractors to manually extract EHR data• Strategic planning and creative problem solving led to primary inventorship on provisional patent, now patent application no. 18/119,723• Performed statistical analyses for Chief Medical Officer for publications and conference presentations• Spearheaded… Show more • Developed LLM technical writing assistant with few-shot learning to assist director of our radiopharmacy with authoring technical QA reporting methodologies• Supervised team of data extractors to manually extract EHR data• Strategic planning and creative problem solving led to primary inventorship on provisional patent, now patent application no. 18/119,723• Performed statistical analyses for Chief Medical Officer for publications and conference presentations• Spearheaded clinical study that led to a research partnership with GE Healthcare Show less

• Achieved 2nd place win in HECKTOR survival competition using survival forests model• Developed and deployed a patient triage model to clinic for research and cross-team pathfinding purposes using decision tree model for total interpretability

Worked with different stage companies developing entirely plastic sensors for speciality applications that measure temperature, humidity, contact, proximity, bending, stretching and EMG/EEG signals