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rmarquet21/README.md

Hi there πŸ‘‹

πŸ’»πŸ€– I am a 24-year-old developer, passionate about Machine Learning.

πŸŽ“ Education:

  • Master's Degree in Computer Science with a Specialization in Machine Learning (Epitech, 2023)
    • Relevant Coursework: [Deep Learning, Natural Language Processing, Computer Vision, RL]

🌟 Skills: I am proficient in a wide range of programming languages, tools, and technologies, including but not limited to:

  • Programming Languages: Python
  • Machine Learning Frameworks: TensorFlow, PyTorch, scikit-learn
  • Web Development: Vue.js, React.js, TypeScript, HTML, CSS
  • Backend Development: Python, Flask, FastAPI
  • Databases: PostgreSQL, SQLite, MongoDB
  • Data Science: Data preprocessing, feature selection, model evaluation
  • Other Skills: Docker, Express.js, Figma, Firebase, GraphQL, Node.js

πŸš€ Professional Experience:

  • πŸ‘¨β€πŸ’» Full-Stack Developer & Machine Learning Engineer @ ReportLinker.com (April 2022 - Present)

    • Projects Completed:
      • Developed a SaaS data search solution using Vue.js and Express.js
      • Created an automated pipeline for training named entity recognition models
      • Deployed classification, coreference, and named entity recognition models with Python and FastAPI
      • Conducted groundbreaking research on Large Language Models (LLM) for news summarization
  • πŸ‘¨β€πŸ’» Full-Stack Developer @ Stackeo (September 2020 - March 2022)

    • Projects Completed:
      • Built a SaaS solution for IoT fleet management
      • Led front-end development using React and TypeScript
      • Contributed to back-end development using Python and Flask
      • Successfully implemented Agile methodologies (Scrum, Kanban) for project management

πŸ’» Notable Projects: Some of my notable projects include:

  • πŸ“ˆ Stock Price Prediction using LSTM
  • πŸ€– Image Classification using Convolutional Neural Networks
  • πŸ” Customer Segmentation using K-Means Clustering

πŸ’¬ Let's talk about Machine Learning: I believe that Machine Learning will play a crucial role in shaping the future, and I am excited to be a part of this revolution. If you have any questions or ideas on ML, let's have a chat! 😊

My Skills

My weekly Waka stats

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  1. boilerplate-research-ai boilerplate-research-ai Public template

    Boiletplate to start ai project

    Python 1

  2. ai_research ai_research Public

    This GitHub repo showcases my AI skills with computer vision and reinforcement learning projects. Detailed documentation and code provided.

    Jupyter Notebook 11

  3. streamlit-annotation-tools streamlit-annotation-tools Public

    Streamlit Annotation Tools is a Streamlit component that gives you access to various annotation tools (labeling, highlighting, etc.) for text data.

    TypeScript 77 6

  4. boilerplate-ml-pipeline boilerplate-ml-pipeline Public

    A modular and scalable machine learning pipeline system, showcasing integration with BERT and the Rotten Tomatoes dataset. Designed for flexibility, reproducibility, and end-to-end workflow managem…

    Python 2