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SakaNight/README.md

Hi, I’m Aries Chen 👋

💻 I'm a full-stack developer and machine learning engineer passionate about building intelligent, production-ready systems—from interactive web apps to scalable AI services.

🧠 Tech Focus & Stack Highlights

🧱 Backend Development

FastAPI PostgreSQL Prisma Node.js Pydantic JWT RBAC

🌐 Frontend Development

React Next.js Tailwind CSS D3.js React Hook Form

🤖 Machine Learning & AI

PyTorch TensorFlow Transformers LangChain FAISS Prompt Engineering

⚙️ DevOps & MLOps

Docker GitHub Actions Postman Model Serving Nginx Docker Compose

🔬 Research Interests

Vision Transformers CMT Medical Imaging Quantum ML

🌟 Featured Projects

🧠 SmartDocs AI Platform

A document-based semantic search platform powered by LLMs.

  • 🛠️ Tech: FastAPI, LangChain, HuggingFace Transformers, FAISS, React, TailwindCSS, Docker, GitHub Actions
  • 🧩 Built /embed and /ask endpoints for document embedding & contextual Q&A
  • 🔐 Supports multi-user token-based access control with JWT + RBAC
  • 📦 Deployed with CI/CD + Docker + Nginx reverse proxy
  • 📸 Includes screenshots and demo walkthrough in the repo

✅ Task Management System

A full-stack task tracker app with file upload, filters, user auth, and data visualization.

  • 🛠️ Tech: FastAPI, React (Next.js), PostgreSQL, Prisma, JWT, Docker, GitHub Actions
  • ✅ Supports task creation, filtering, status toggling, file upload, user roles
  • 📊 Implements task statistics dashboard with filtering by date/status
  • 🔐 JWT-based login and RBAC for multi-user task separation
  • ⚙️ Dockerized backend + GitHub CI + Postman integration test

🎮 Fun fact: I play D&D and love writing branching storylines for my characters!

Pinned Loading

  1. Quantum-Machine-Learning-for-Traffic-Sign-Recognition Public

    ECE730 Project Script

    Python 1

  2. CMT-and-ViT-models-in-Medical-Image-Classification Public

    Python

  3. Energy-Charging-System-for-E-Bikes-and-E-Scooters Public

    HTML

  4. Graph-Optimization-Platform-for-Vertex-Cover-Problem Public

    Python 1

  5. SmartDocs-AI-Platform Public

    TypeScript 1

  6. Task-Management-System Public

    Python 1