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Abe Flansburg

Abe Flansburg

Principal Engineer & AI Architect - Healthcare Technology

USA flag
Houston, Texas, Usa
$75.00/hrIntermediateAws SagemakerGoogle Cloud Vertex AI

Key Skills

Software

AWS SageMakerAWS SageMaker
Google Cloud Vertex AIGoogle Cloud Vertex AI

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code ProgrammingComputer Code Programming
DocumentDocument
Medical DicomMedical Dicom
TextText

Top Label Types

Classification
Computer Programming Coding
Entity Ner Classification
Fine Tuning
Segmentation
Text Summarization

Freelancer Overview

I am an experienced Principal Engineer and AI Architect with a strong background in building scalable, HIPAA-compliant data platforms and AI-powered solutions, particularly in the healthcare domain. My expertise spans designing and deploying end-to-end data pipelines, integrating EHR/EMR systems, and developing agentic AI frameworks that process large volumes of clinical data for insights and decision support. I have hands-on experience with data labeling and annotation workflows, leveraging tools like Vertex AI, BigQuery, and advanced Python libraries to enable high-quality AI training data for LLMs, RAG systems, and clinical taxonomies. My work includes developing context-aware data retrieval systems, semantic search, and multi-agent orchestration for NLP and analytics projects, ensuring robust, accurate datasets for machine learning and healthcare applications. I am passionate about advancing AI through meticulous data engineering, annotation, and real-world deployment of intelligent systems.

IntermediateEnglishSpanish

Labeling Experience

No Data Labeling experience added

Abe F. hasn’t added any AI Training or Data Labeling experience to their OpenTrain profile yet.

Education

U

University of Pittsburgh-Johnstown

Coursework, Mathematics

Coursework
2022 - 2022
T

The University of Texas at Austin

Post Graduate Certificate, Data Science and Business Analytics

Post Graduate Certificate
2020 - 2021

Work History

A

Altitude

Principal Engineer & AI Architect

Houston
2025 - Present
T

Tribunus Health

Data Solutions Architect (Consultant)

Houston
2024 - 2025