Junchi Zhang

Experience

• 

  Stony Brook University

  Jan 2021 - May 2021

  Teaching Assistant
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  Noether Law

  May 2021 - Aug 2021

  Data Analyst Intern

  • Gathered data with annotations from legal contract review, performed pre-processing and cleaning for the data, and contributed to the dataset with the annotations from professional legal experts.• Maintained custom information reports and identified matters of demand to existing and potential clients.

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  Veradigm®

  Jun 2023 - Aug 2023

  Data Science Intern

  •Designed a comprehensive spell-check pipeline in Python utilizing a hybrid approach of rule-based mechanisms and BERT architectures to correct misspellings and grammar errors.•Fine-tuned models with clinical notes in Databricks, ensuring optimal performance within a clinical context.•Used NLP techniques to transform unstructured clinical data into a structured format for processing•Collaborated closely with cross-functional teams to brainstorm and evaluate AI and ML applications for Veradigm operations and suggested improvements for EHR tasks.•Presented projects to executive leaders, showcasing the benefit and potentials of the implementations. Show less