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Hi there! This is Gabriel :)

in/gabriel-lucchesi

I'm a Computer Science Junior from Florida International University and passionate about Applied Deep Learning research and Software Engineering. I love to make an impact in my community and inspire curious people to do the same. I've previously worked at NVIDIA as an intern, and now partake in full-time research associated with LLMs, Robotics and self-study diffusion models (+ All the math behind these things).

  • šŸŒ± Iā€™m currently learning: JAX, CUDA, the XLA API, and Automatic Differentiation
  • šŸ“ Working on a LDM project for real-time video generation

Experience

  • DARPA - Undergraduate Researcher (September 2024 - Present)
  • NVIDIA - Software Engineering Intern (Summer 2024)
    • Worked on scaling the usability of a cloud infrastructure platform to orchestrate Machine Learning and Robotics workflows.
    • Collaborated on the OSMO platform, using tools like Jenkins, ArgoCD, FastAPI, Next.js, and Bazel.
    • Assisted in GEAR (Generalist Embodied Agents Research) Lab's research in Foundational Videogame Agents.
  • INIT FIU - AI Lead & Director of Technology (Jan 2024 - Present)
    • Taught weekly workshops on Machine Learning and Mathematics for a community of 35+ developers
    • Collectively read and implemented multiple research papers as part of weekly projects.
    • Collaborated to create the website to orchestrate ShellHacks 2024, with over 1,400 expected hackers.
  • Google - Tech Exchange Student (Jan 2024 - May 2024)
    • Participated in an exclusive educational program led by Google engineers and full-time employees.
    • Selected as 1 of 3 out of 182 students to be a student speaker at the graduation cerimony for the program.
    • Acquired applied computer science skills such as full-stack development, algorithms and data structures.

Research

My main reserach interests are in:

  • Mechanistic Interpretability of LLMs
  • Code Generation
  • Natural Language Processing
  • Foundational Agents
  • Sim-to-Sim Transfer Learning

Contributions

Gabriel Lucchesi's Projects

candle icon candle

Minimalist ML framework for Rust

darwin icon darwin

A thorough exploration of Reinforcement Learning through OpenAI Gymnasiums. Inspired by OpenAI's "Emergent tool use form multi-agent interaction".

dt-and-rf-practice icon dt-and-rf-practice

Decision Tree and Random Forest practice exercise for loan return likelihood analysis

gymnasium icon gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

heart-disease-cleveland-uci icon heart-disease-cleveland-uci

Predicting the presence of a heart disease using classification models (KNNs, DTs, RFs). Used: Kaggle Heart Disease UCI Dataset

ivy icon ivy

The Unified AI Framework

lunar_lander icon lunar_lander

A Deep Reinforcement Learning Agent that learns how to Land a rocket from a Box2D Gymnasium Environment!

machine-learning icon machine-learning

A dump to all things LLMs, Tokenization Methods, and latest stuff Iā€™m building/researching with

pong-game icon pong-game

Multiplayer 4-Paddle Pong Game with Turtle Graphics Library

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