cv

Basics

Name Joseph Martinez
Label Researcher
Email joseph.martinez.cs@gmail.com
Url https://martinez-ml.github.io/

Education

  • 9.2024 - 6.2025

    Hanover, NH

    Master of Engineering
    Dartmouth College
    Computer Engineering
    • Human-Centered Generative AI
    • The Dark Side of AI/ML
    • Deep Learning
    • Principles of Machine Learning
  • 9.2018 - 6.2022

    Amherst, MA

    Bachelor of Arts
    Amherst College
    Computer Science
    • Machine Learning
    • Algorithms
    • Parallel and Distributed Computing

Academic experience

  • 9.2024 - 1.2025
    Research Assistant
    Dartmouth College Learning Intelligence Signal Processing (LISP) Lab
    Tested the scalability of the GMRA (Geometric Multi-Resolution Analysis) algorithm by running experiments on datasets and embeddings of increasing sizes. Performed fine-tuning on the GMRA algorithm to increase performance metrics, such as accuracy, on diverse graph datasets.
  • 3.2025 - 6.2025
    Research Assistant
    Dartmouth College Singh Lab
    Designed and executed a research plan to explore how model bias differs overtly and covertly for six different languages compared to English. Identified and applied different LLMs with varying amounts of post-training and benchmark metrics to compare how post-training impacts overt and covert bias.

Professional experience

  • 7.2022 - 7.2024
    Software Engineer
    WillowTree
    Implemented significant features, such as system outage alerts and new chapter types for presentations, on the Marriott Sales Companion App (MSCA), a web application engaging over 5,000 global enterprise users, using React, Javascript, and Sequelize. Researched and presented the pros and cons of different data visualization libraries to teammates. Promoted discussions and use of artificial intelligence at the Marketing Service branch. Host and coordinate office hours across departments for updates about new AI tools and resource-sharing.

Leadership & activities

  • 6.2024 - 8.2024
    AI Safety Alignment Course
    BlueDot Impact
    Debated and evaluated the latest approaches to mitigating risks from AI systems.
  • 11.2022 - 6.2024
    Mentor
    Minds Matter Boston
    Aid high school students in social-emotional skills needed to succeed in college. Assist students in developing vital skills like reading, writing, and test prep for college entry.