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StevenHuang41/README.md

πŸŠπŸ»β€β™‚οΈ Steven Huang

  • Master of Artificial Intelligence, UNSW.
  • 2+ years of practical coding experience in academic and real-world projects.
  • Passionate about solving problem in analytical, data-driven and AI solutions

🧰 Skills

  • Machine Learning (ML) / Deep Learning (DL) / Artificial Intelligence (AI)
  • Data Management
  • Frontend & Backend Development

πŸ‘¨πŸ»β€πŸ’» Recent Work

  • Retrieval-Augmented Generation (RAG)
  • Embedding (hugging face)
  • Faiss
  • LLM (hugging face)
  • Memory-safe file ingestion
  • Configurable environment variables
  • Data Preprocessing
  • Feature Engineering
  • Model Selection
  • Hyperparameters Optimization
  • Data Visualization
  • Frontend Design
  • Backend API
  • Database Management
  • Q-learning
  • SARSA Learning
  • Deep Q-learning
  • Deep SARSA Learning
  • Data Visualization

πŸ‘¨πŸ»β€πŸŽ“ Seeking Roles | Open to Full-time & Internship Opportunities

  • Data Scientist
  • ML Engineer
  • AI Engineer

πŸ› οΈ Tools

Languages:

python c

Database:

postgresql sqlite

Frontend:

react html5 css javascript bootstrap vite vitest

Backend & API:

fastapi flask

Dev tools & Environment:

git docker dockercompose bash vim
vscode jupyter
anaconda uv

ML/Data Frameworks & Libraries:

numpy pandas
tensorflow pytorch scikitlearn keras opencv
matplotlib seaborn
spark hadoop

πŸ“¬ Connect with Me

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