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Achievement: Pull Shark

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Lucas-Granucci/README.md

Hello, I'm Lucas 👋

About Me

I'm a High School student passionate about coding, robotics and AI. I am always looking to learn more about new technologies (and old!)

  • 🔭 Currently working on: Scientifc text translation using LLM's
  • 🌱 Learning: Java, C++, Javascript/HTML/CSS
  • 🤖 Part of FIRST robotics team 3082
  • 📃 Researching multilingual natural language processing for low-resource languages

Tech Stack

Languages: Python, Swift, Java, C++
Libraries: Sklearn, Pytorch, Tensorflow
Tools: Git, Docker

Featured Projects

🧠 Multilingual Named Entity Recongition

  • Addresses disparities in NLP performance across languages
  • Implements novel machine learning techniques to improve NER in low-data scenarios
  • ML techniques: cross-lingual transfer learning and pseudo-labeling

⚙️ Reservoir Computing for Time Series

  • Explores reservoir computing machine learning models for time-series analysis
  • Develops web interface for simple hyperparameter tuning and results visualization

🚀 ChickenAI

  • LLM powered chat application for FIRST robotics
  • Access to The Blue Alliance API to get up-to-date information
  • Clean and modern UI built with Streamlit

💡 Reservoir Computing

  • Implements revervoir computing models from scratch with Numpy
  • Explores usage of RC models in time series forecasting
  • Provides options for hyperparameter tuning RC models

Education

  • High School Student - Minnetonka High School (class of 2026)

⭐️ From Lucas-Granucci

Pinned Loading

  1. MULTI-NER MULTI-NER Public

    Multilingual Named Entity Recognition for low-resource and underrepresented languages

    Jupyter Notebook

  2. POPText POPText Public

    POPText is a web application that allows users to extract text from images using Optical Character Recognition (OCR)

    TypeScript

  3. Lucas-Granucci Lucas-Granucci Public

    Config files for my GitHub profile.

  4. reservoir-computing reservoir-computing Public

    This project implements a Reservoir Computer for time series prediction using Python.

    Python 2

  5. GistAI GistAI Public

    TypeScript

  6. LLM-SciMT-LR LLM-SciMT-LR Public

    Large language model based scientific machine translation for low-resource languages

    Python