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reinbugnot/README.md

HEADER IMAGE

I am deeply passionate about the anything AI and Machine Learning. Wanna build something together? Let's talk! ☕

Coding

  • 📫 How to reach me reinbugnot@gmail.com

  • 📄 Know about my experiences here!

  • 👇 Scroll down to check out my featured projects!

Connect with me:

reinelle jan (rein) bugnot rein bugnot

Languages and Tools:

arduino cplusplus figma flask git matlab opencv pandas photoshop python pytorch scikit_learn seaborn tensorflow

reinbugnot

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  1. direct-marketing-optimization direct-marketing-optimization Public

    This case study simulates a real-world marketing scenario aimed at maximizing revenue.

    Jupyter Notebook

  2. keypoint-detection-sift keypoint-detection-sift Public

    Computer Vision • 🔍 SIFT Keypoint Localization: A robust computer vision project implementing the Scale-Invariant Feature Transform (SIFT) algorithm for accurate keypoint localization in images. #C…

    Jupyter Notebook 1

  3. deepfashion-classification deepfashion-classification Public

    A multi-label, multi-class classification project on the DeepFashion Dataset. We fine-tuned a SE-ResNeXt model and optimized hyper-parameters with Optuna. By employing a diffusion model to generate…

    Jupyter Notebook 1

  4. ask-your-pdf ask-your-pdf Public

    I built a simple Retrieval-Augmented Generator (RAG) system to answer multiple-choice questions based on the content of an uploaded PDF file.

    Jupyter Notebook

  5. movielens-recommender-system movielens-recommender-system Public

    Recommender System ⬩ Created a Neural Collaborative Filtering Recommender System to predict user engagement/interaction using movies from 1995 to 2020 in the MovieLens dataset.

    Jupyter Notebook 3 1

  6. vizDoom-reinforcement-learning vizDoom-reinforcement-learning Public

    Reinforcement Learning ⬩ Computer Vision ⬩ Taught an AI how to play a basic shooting match using Deep Q-Learning. Inspired by @simoninithomas's DQN implementation in Atari Space Invaders 2600.

    Jupyter Notebook 1

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