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Brandon Duncanson
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Miami, Florida, United States
Résumé
Jobs
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Staff Machine Learning EngineerVeradigmMay 2024 - Current (2 years 6 months)• Led development of production machine learning systems using Python, Azure OpenAI, FastAPI, and Docker to support healthcare operational workflows, document intelligence, and enterprise AI services.
• Architected and deployed LLM applications using LangChain, RAG pipelines, embedding models, and vector search workflows to improve enterprise knowledge retrieval and context-aware response generation.
• Enhanced enterprise semantic search and retrieval systems using Azure Cognitive Search, metadata filtering, and scalable search orchestration for regulated healthcare environments.
• Built scalable backend services and inference APIs to support internal AI platforms, healthcare analytics workflows, and production deployment rel- OSenior Machine Learning EngineerOlive AIJan 2021 - Apr 2024 (3 years 4 months)• Led deployment and scaling of production machine learning services supporting healthcare automation and enterprise operational workflows.
• Designed distributed feature engineering and data processing workflows using PySpark and Apache Spark for large-scale healthcare datasets.
• Architected NLP pipelines and document-processing systems using Hugging Face Transformers and cloud-based ML infrastructure for enterprise healthcare applications.
• Built and maintained REST-based machine learning services using FastAPI to deliver real-time predictions and analytical capabilities across internal platforms.
• Improved deployment consistency and monitoring reliability through standardized CI/CD workflows, model validation, and - OMachine Learning EngineerOlive AIOct 2018 - Dec 2020 (2 years 3 months)• Built data preprocessing and transformation pipelines for healthcare analytics workflows using Python, SQL, and Pandas for claims, provider, and operational datasets.
• Assisted with feature engineering, model training, and validation workflows supporting classification and predictive analytics initiatives.
• Developed reusable reporting datasets and analytical pipelines to support operational performance tracking and healthcare workflow analysis.
• Worked with structured and semi-structured healthcare datasets to improve data consistency, reporting accuracy, and downstream model reliability.
• Automated recurring data preparation and reporting tasks using Python scripting and SQL optimization techniques.
• Suppor - Data EngineerKaseyaApr 2014 - Sep 2018 (4 years 6 months)• Developed scalable ETL pipelines, data transformation workflows, and recurring analytical processing systems using Python, SQL, and enterprise reporting tools.
• Created automated preprocessing and validation workflows for structured operational datasets used in reporting, forecasting, and business analytics initiatives.
• Optimized reusable SQL queries, aggregation pipelines, and reporting frameworks involving joins, performance optimization, and recurring data delivery processes.
• Supported operational analytics projects by developing foundational statistical analysis workflows and data preparation pipelines for internal business teams.
• Worked with large datasets across PostgreSQL, MySQL, and cloud-based storage e - IData AnalystInformulateOct 2013 - Mar 2014 (6 months)• Built analytical reports, operational dashboards, and recurring reporting workflows using SQL, Python, and spreadsheet-based analysis techniques.
• Developed data cleansing, transformation, and validation scripts to improve reporting consistency and operational data quality.
• Assisted with ETL workflows, database analysis, and API-driven data extraction processes supporting internal reporting and analytics projects.
• Worked with PostgreSQL, MySQL, and SQL Server environments to consolidate and prepare datasets for operational reporting initiatives.
• Applied statistical analysis, trend analysis, and exploratory data profiling methods to identify reporting gaps and operational inconsistencies.
• Supported senior
Education
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- Bachelor’s Degree in Computer ScienceUniversity of FloridaJan 2009 - Jan 2013 (4 years 1 month)