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TimKoornstra/README.md

Hi there, I'm Tim 👋

I'm an AI Developer and recent graduate of a master's degree in AI at Utrecht University. I'm passionate about all things AI, with a specific interest in Natural Language Processing (NLP) and Computer Vision.

📚 My Highlighted Repositories

Here are some of the projects I've worked on that I'm most proud of:

  • SAURON: This repository contains the code for my master's thesis. By running this code, you can create a writing style representation transformer. It's a project I'm particularly proud of, as it represents the culmination of my studies in AI.

  • VGSLify: VGSLify is a powerful toolkit designed to simplify the process of defining, training, and interpreting deep learning models using the Variable-size Graph Specification Language (VGSL). Inspired by Tesseract's VGSL specs, VGSLify introduces a set of enhancements and provides a streamlined interface for both TensorFlow and, in future releases, PyTorch.

  • Automatic Piano Fingering: This is the code for my bachelor's thesis. It creates a Q-Learning algorithm from scratch to determine the most optimal piano fingering. This project was a great opportunity to apply AI to a unique and interesting problem.

  • TiML: This repository is a from-scratch implementation of the most common machine learning methods. It includes simple explanations and is implemented in Python + NumPy. This project was a great opportunity to delve deep into the inner workings of machine learning algorithms.

🤝 My Collaboration Efforts

I believe in the power of collaboration and have had the opportunity to work with some amazing teams. Here are a few collaborations I'm proud of:

  • FinTwit_Bot: This is a Discord bot written in Python, with the purpose of providing an overview of the financial markets discussed on Twitter. The bot is able to distinguish multiple markets based on the tickers mentioned in the tweets and provides detailed information of the financial data discussed in a tweet.

  • FinTwitBERT: FinTwitBERT is a language model specifically trained to understand and analyze financial conversations on Twitter. It's designed to pick up on the unique ways people talk about finance online, making it a valuable tool for anyone interested in financial trends and sentiments expressed through tweets. You can also check out our sentiment-specific model, FinTwitBERT-sentiment on HuggingFace.

  • Axie_Manager_Bot: This is a Discord bot written in Python, with the purpose of helping our guild manage the scholars in our Discord server. It can be used by guilds with multiple scholars and different managers, who each have their own scholars and wallets.

More collaboration projects to come...

📫 How to reach me

The best way to reach me is by email at tim.koornstra@gmail.com. I'm always open to new opportunities and collaborations.

Thanks for stopping by!

Popular repositories Loading

  1. automatic-piano-fingering automatic-piano-fingering Public

    This repository contains the code for automatically generating piano fingerings using a reinforcement learning agent that uses Q-Learning.

    Python 12 2

  2. FinTwitBERT FinTwitBERT Public

    FinTwitBERT: Specialized BERT Model for Financial Twitter Analysis. Trained on vast financial tweets, it's ideal for sentiment analysis, trend prediction, and financial NLP tasks.

    Python 5 1

  3. VGSLify VGSLify Public

    Rapidly prototype TensorFlow and PyTorch models using VGSL (Variable-size Graph Specification Language) and convert them back to VGSL spec.

    Python 4

  4. qwixx qwixx Public

    A python3 implementation of the tabletop Qwixx game

    Python 3

  5. TiML TiML Public

    Simple functioning Machine Learning methods with low-level explanations

    Python 3

  6. LayeredPrint LayeredPrint Public

    Get a more hierarchical printing sense and print in multiple layers in Python.

    Python 2