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working on something..
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working on something..
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juliairsalina/README.md

hi, i'm julia !

i'm a data science student at korea university.

i like building projects around machine learning, deep learning, data, ui/ux, and weird ideas that somehow turn into working prototypes :D

🌷 about me

most of my projects live somewhere between technical and creative — from hierarchical text classification and crowd density estimation to interactive platforms and design-heavy coursework.

other than that, i'm currently exploring cloud services like Azure and AWS, and lately i've also been getting more interested in agentic AI.

outside of tech, i love playing roblox (not very good at it, but i genuinely enjoy games), reading japanese-translated books, and watching movies.

💻 featured projects

  • interactive yearbook platform
  • hierarchical multi-label text classification
  • crowd density estimation with CSRNet-CBAM
  • stress detection with dual-branch VAE-LSTM

🫧 toolkit

Python R SQL PyTorch Pandas NumPy AWS SageMaker Azure CSS HTML JavaScript Foundry

🌙 little note

thanks for visiting my profile ♡

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  1. crowd-density-estimation-csrnet-cbam crowd-density-estimation-csrnet-cbam Public

    Forked from whitepieridae/20251R0136COSE47400-CSRNet-CBAM-for-Crowd-Density-Estimation

    Fork of a team deep learning project on crowd density estimation. We explored multiple pipelines to address challenges such as occlusion and perspective distortion, and our best-performing model wa…

    Jupyter Notebook

  2. dual-branch-vae-lstm-stress-detection dual-branch-vae-lstm-stress-detection Public

    Forked from peunsu/wesad-stress-detection

    Fork of a team project on stress detection using a dual-branch VAE-LSTM with multi-head attention, developed on WESAD physiological signals for robust and efficient sequence modeling.

    Jupyter Notebook

  3. hierarchical-multi-label-text-classification hierarchical-multi-label-text-classification Public

    Hierarchical multi-label text classification pipeline with silver label generation, core-aware teacher training, soft self-training, and confidence-aware student learning. Combines hierarchy-aware …

    Jupyter Notebook

  4. interactive-yearbook-project interactive-yearbook-project Public

    Interactive Yearbook project goes beyond simply digitizing a book. It aims to recreate the feeling of being there again, surrounded by familiar faces, voices, and emotions through a carefully craft…

    TypeScript