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Justin21523/README.md

Hi, I'm Justin 👋

I am a junior developer in training, currently building practical projects with Python, JavaScript, and TypeScript. My work focuses on web applications, frontend interfaces, data organization, search/filtering experiences, and portfolio-focused side projects.

My background is related to Library and Information Science, so I am especially interested in how information can be described, classified, searched, preserved, and presented. I try to bring concepts such as metadata, information organization, digital archives, bibliographic data, and knowledge management into the software I build.

中文簡介:我目前正在自學程式開發,主要使用 Python、JavaScript 與 TypeScript 製作網頁應用與作品集專案,並把圖書資訊背景中的 metadata、資訊組織、檢索、數位典藏與知識管理概念融入作品中。

Current Focus

  • Building web applications with Python, JavaScript, TypeScript, React, Next.js, and Tailwind CSS
  • Practicing data organization, metadata modeling, search/filtering UI, and interactive interfaces
  • Learning C++, C#, .NET, ASP.NET Core, Avalonia UI, Qt, SQLite, and desktop application development
  • Planning to study Java, Spring Boot, Maven, backend layering, authentication, and database/API design

Featured Projects

An AI-powered BI and DataOps copilot that automates data understanding, pipeline planning, analysis workflows, and insight generation.

  • Focus: BI automation, data pipeline planning, agentic workflow design, data analysis orchestration
  • Status: In Progress / AI Data Platform Project

A C# / Avalonia desktop project centered on metadata, file organization, and visual workflow design.

  • Focus: node-based UI, metadata workflows, SQLite persistence, digital archive concepts
  • Status: In Progress / Learning Project

A Chinese news information retrieval system with search, ranking models, faceted browsing, explainable results, and evaluation dashboards.

  • Focus: information retrieval, ranking models, faceted search, result explanation, evaluation dashboards
  • Status: Portfolio-ready / Live Demo Project

Tech Stack

Mainly using

Python JavaScript TypeScript React Next.js Tailwind CSS

Currently learning

C++ C# .NET ASP.NET Core Avalonia UI Qt SQLite

Portfolio

What I Am Trying To Build

I want my portfolio to show more than a list of technologies. My goal is to practice how to break down a requirement into clear data structures, workflows, interfaces, and maintainable implementations while connecting software development with my library information background.

中文方向:我希望作品集呈現的不只是「用過哪些技術」,而是我如何整理資料、理解需求、設計操作流程,並把圖書資訊背景與程式開發能力結合成可以持續擴充的作品。

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  1. 3d-animation-lora-pipeline 3d-animation-lora-pipeline Public

    A full pipeline for 3D character processing — including video-to-frames extraction, layered segmentation, CLIP/HDBSCAN clustering, pose/view sub-clustering, schema-guided VLM captioning, dataset as…

    Python 1

  2. elio-discord-bot elio-discord-bot Public

    AI-powered Discord bot for Elio/Pixar: daily drops, persona chat, DM games, image reactions, and RAG-based lore-aware replies.

    TypeScript 1

  3. vision-quest vision-quest Public

    A multi-modal AI system combining image captioning, VQA, RAG, and agent-driven reasoning with FastAPI backend and Gradio/React/PyQt frontends. Features BLIP-2, LLaVA, Qwen-VL, and text-based advent…

    Python 3

  4. charaforge-T2I-Lab charaforge-T2I-Lab Public

    Mass-scale anime character T2I fine-tuning lab (SD/SDXL + LoRA/ControlNet/IP-Adapter) with a shared warehouse (AI_CACHE_ROOT), FastAPI backend, WebUI & PyQt desktop, and batch generation.

    Python 1

  5. restoreAI-studio restoreAI-studio Public

    A small, production-ready MVP for image & video restoration/enhancement. Web (React) + Gradio + PyQt on a FastAPI backend with modular pipelines (Real-ESRGAN, GFPGAN/CodeFormer, RIFE/EDVR), batch j…

    Python 1

  6. GAN-AE-vision-suite GAN-AE-vision-suite Public

    A modular GAN + Autoencoder vision application suite featuring image denoising, inpainting, super-resolution, and style transfer. Includes backend API (FastAPI), multi-UI integration (Gradio, React…

    Python 1