UNSW · Sydney, Australia

Zeu's Notes

Exploring energy, data, and everything in between.

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Zeu Park

About Me

Zeu Park

Sydney, Australia

Electrical Engineering student at UNSW, passionate about Power & Energy systems. Exploring the intersection of energy data and Machine Learning.

Power & Energy Data Engineering Machine Learning Python

Recent Posts

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Oracle Free Tier Limitations: Regional Resource Exhaustion and Deployment Dilemmas

Analyzing the practical issues of using Oracle Cloud Free Tier in Korea—especially the challenge of regional resource shortages that bloc...

Is Using AI to Write Code Helping or Hurting My Long-Term Growth?

Reflecting on whether relying on AI tools like ChatGPT or Claude for coding helps deepen understanding or hinders the development of true...

Why Feature Engineering and Domain Knowledge Outperform Fancy Models

This post highlights why feature selection and domain knowledge matter more than complex models, especially when building real-world ML s...

What is LLM Fine-Tuning? Making the Model Speak Your Language

This post explains the concept of fine-tuning large language models (LLMs) from a practical perspective, focusing on shaping model output...

What is an LLM, and Why Are Transformer Models So Dominant?

This post discusses the fundamental concepts behind LLMs and transformer architecture, and explains why transformers have become the back...

Deploying LLM Services on a Minimal Server: Navigating the Constraints

This post explores the challenges and solutions for deploying LLM services on small, cost-constrained servers like Oracle Cloud Free Tier...

Exploring Trading Strategies: From API-Based Speed to Randomized 'Monkey' Methods

This post explores my iterative thinking on how to build a better stock trading strategy — from fast API-based entries to random selectio...

Using Kiwoom API to Fetch Stock Volume Data for ML Forecasting

In this post, I explore how I used Kiwoom REST API to fetch real-time and historical stock trading volume data, and my efforts toward bui...