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Veer Arora

Junior Data Scientist specializing in ML, NLP, and healthcare analytics

Pleasanton, CAData Scientist (Contract)2 years experienceJuniorHealthcareHealthcare ITManufacturing
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About

Built and deployed a healthcare NLP application that used an LLM-style physician interface feeding a random forest model to predict treatment plans for hard-to-triage patient subgroups, backed by a Databricks medallion pipeline and heavy feature engineering to address missing/low-integrity data across ~50K patients. Also delivered an earlier Microsoft AI Builder automation that improved transportation bill payment workflows by training non-technical payroll/procurement teams to use automated outstanding-payables reporting.

Experience

Data Scientist (Contract)Kaiser Permanente
Data Analyst - Business TransformationLabatt Breweries

Education

University of California, Berkeleymaster, Analytics, Industrial Engineering and Operations Research (2025)
Toronto Metropolitan Universitybachelor, Industrial Engineering (Minor: Computer Science) (2022)

Key Strengths

  • Deployed clinical NLP/LLM-assisted workflow to support physicians in difficult treatment-plan prediction
  • Built end-to-end Databricks pipeline (bronze→silver→gold→platinum) to produce ML-ready data
  • Handled data integrity issues (missing data) via feature engineering and transformation
  • Scaled healthcare ML workflow to ~50,000 patients
  • Iterative model improvement using logged user inputs/outputs (JSON) for evaluation/fine-tuning
  • Pragmatic model selection approach: benchmarking multiple base models and refining prompts
  • Strong non-technical stakeholder enablement: trained payroll/procurement teams to adopt AI Builder reporting solution

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Languages

English

Skills

PythonSQLPySparkJiraGitPyTorchScikit-learnTensorFlowPandasNumPyPolarsLangChainLangGraphPineconeGitHub