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amymmorton/README.md

Hi, I’m Amy Morton 👋

Driven and impactful Data & Analytics Engineer and AI Solutions Architect with an analytical mindset and 15+ years of experience bridging cutting-edge data infrastructure, machine learning, and interdisciplinary engineering. Passionate about open-source collaboration, robust data governance, and weaving data integrity into agentic AI systems.

I thrive in designing, modernizing, and delivering production-grade data pipelines and software solutions for:

  • AI Inference Engines & Agentic Systems
  • Enterprise ETL/ELT Pipelines & Data Governance
  • Medical Imaging & 3D/4DCT Computer Vision
  • Predictive Analytics & Sentiment NLP
  • Surgical Planning, Kinematics & Biomechanics

🛠️ Technical Core & Toolkit

Languages & Platforms:
Python · SQL · Databricks (Certified Associate) · AWS/GCP Data Services · Docker · Git / CI/CD · Palantir Foundry · MATLAB

Frameworks, ML & AI:
PyTorch · TensorFlow · scikit-learn · LangChain · Agentic & LLM Architectures · OpenCV · VTK · DICOM

Data Engineering & Visualization:
Pandas · NumPy · Plotly / Dash · Seaborn · Matplotlib · 3D Slicer Extension Framework


💡 What I Do

  • Architect Enterprise AI & Data Infrastructure: Build end-to-end data pipelines, data lake governance protocols, and AI inference engines.
  • Drive Algorithmic Integrity: Develop and validate complex mathematical models, computer vision algorithms, and automated data quality gates.
  • Bridge Tech & Strategy: Present technical roadmaps to C-suite executives, cross-functional engineering teams, and multi-institutional stakeholders.
  • Technical Leadership & Upskilling: Mentor engineers, researchers, and PhD candidates while promoting clean, reusable code and modern analytics best practices.

🏆 Recent Experience Highlights

Data & Analytics Engineer | MojoTech (Dec 2025 – Present)

  • Architecting cloud-native AI solutions, data lake integrity gates, and scalable analytics platforms for enterprise clients.
  • First engineer firm-wide to earn the Databricks Certified Data Engineer Associate designation.

Sr. Research Engineer – Software | Brown University Health (2016 – Nov 2025)

  • Led deep learning (nnUNet), 3D/4DCT biomedical image analysis, and NLP sentiment pipelines correlating operational data with clinical outcomes.
  • Spearheaded multi-institutional AI initiatives with Harvard and Boston Children’s Hospital.

🌟 Core Competencies

Data Architecture · Agentic AI Operations · ETL/ELT Pipeline Design · Computer Vision & 3D Registration · Statistical Modeling · Executive Stakeholder Engagement · Cross-Functional Mentorship

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  1. Slicer_Meniscus Slicer_Meniscus Public

    Forked from BrownBioeng/Slicer_Meniscus

    Develop and maintain MRI focus meniscus measures

    Python 1

  2. Joint-Track-Machine-Learning Joint-Track-Machine-Learning Public

    Forked from BRIO-lab/Joint-Track-Machine-Learning

    An autonomous solution for extracting joint kinematics from fluoroscopic images

  3. SlicerAutoscoperM SlicerAutoscoperM Public

    Forked from BrownBiomechanics/SlicerAutoscoperM

    This 3D Slicer extension enables users to perform image registration.

    Python

  4. PerkLab/SlicerSandbox PerkLab/SlicerSandbox Public

    Collection of utilities that are not polished implementations but can be useful to users

    Python 104 37

  5. ALDM ALDM Public

    Forked from jongdory/ALDM

    Adaptive Latent Diffusion Model for 3D Medical Image

    Python

  6. CycleScan2 CycleScan2 Public

    Forked from dbarnes16/CycleScan2

    CSCI 1470 Final Project Cycle Scan using CycleGAN to transform between knee MRIs of CISS and DESS Images

    Python