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justramle/README.md

Hi, I am Tram Le

Here is my digital sandbox where I spice things up with unexpected 'features'! πŸ˜…πŸ‘©πŸ»β€πŸ’»πŸ’₯

About Me boba

Tram Le's Dev Card

πŸ€ I like pink 🌸 stuffs and my little love for boba πŸ§‹ led to a fun twist: I created a quirky landing page for it in my free time and call it a little corner where my boba obsession gets to shine 🀫🀭 Click to check it out! ✨🌟

πŸ€ I'm full-time CS student at KSU πŸ‘©πŸ»β€πŸ’» πŸ“ ✏️ . My academic journey has helped me understanding the fundamental principles of operating systetem, computer networking, object-oriented and functional programming, data structures, and algorithm design as well as testing methodologies.

πŸ€ My keen interest lies particularly in AI-based technologies and my enthusiasm was sparked when my instructor introduced a very interesting topic: Graph Convolutional Networks. Additionally, I have been taught the foundational concepts and mathematics behind multiple neural net architectures, including MLPs, CNNs, and RNNs with LSTMs and Transformer. Furthermore, I am fascinated by the visualization and interpretation of AI models, as well as Generative AI techniques involving GANs, diffusion models, and LLMs.

Some of the tools I have been practicing with... πŸ› οΈ

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  1. Transfer-Learning-for-Galaxy-Morphology Transfer-Learning-for-Galaxy-Morphology Public

    🌌 Leveraging transfer learning with pre-trained weights on EfficientNetB5 and randomly initialized weights on ResNet50 achieved top 1 accuracy of 88% and 81%, respectively

    Jupyter Notebook

  2. RNA-Patterns-with-An-Unsupervised-Approach RNA-Patterns-with-An-Unsupervised-Approach Public

    🧬 Clustering High-Resolution RNA Sequences Using Unsupervised and Dimensionality Reduction. Achieve 99.62%

    Jupyter Notebook

  3. Deep-CNNs-model-for-Accurate-Emotion-Recognition Deep-CNNs-model-for-Accurate-Emotion-Recognition Public

    ☻ ConvNet with 2 experiment and built with PyTorch. Achieve 64% accuracy on unseen data

    Jupyter Notebook

  4. DishDex DishDex Public

    πŸ” Create a recipe platform with react along with Shneiderman’s 8 Golden Rules of UX design to ensure a user-friendly and intuitive experience

    JavaScript 1 1

  5. whelblin/Gamma whelblin/Gamma Public

    JavaScript 2

  6. WillCraig/Beetle-Prime WillCraig/Beetle-Prime Public

    Group final project for 'database design' course. Flask, MYSQL.

    Python 1