Posts
2025
June
- Oracle Free Tier Limitations: Regional Resource Exhaustion and Deployment Dilemmas (2025-06-24)
- Is Using AI to Write Code Helping or Hurting My Long-Term Growth? (2025-06-23)
- Why Feature Engineering and Domain Knowledge Outperform Fancy Models (2025-06-21)
- What is LLM Fine-Tuning? Making the Model Speak Your Language (2025-06-20)
- What is an LLM, and Why Are Transformer Models So Dominant? (2025-06-19)
- Deploying LLM Services on a Minimal Server: Navigating the Constraints (2025-06-18)
- Exploring Trading Strategies: From API-Based Speed to Randomized 'Monkey' Methods (2025-06-17)
- Using Kiwoom API to Fetch Stock Volume Data for ML Forecasting (2025-06-16)
- Why Data Matters: Lessons from Chasing Quality Datasets (2025-06-13)
- Why I Chose vLLM for High-Performance LLM Serving (2025-06-12)
- Understanding the Role of RAG in LLM-Based Services (2025-06-11)
- Choosing FAISS over Weaviate for Vector Search in Resource-Limited Environments (2025-06-10)
- Real-Time Data Synchronization: Solving Market Data Freshness and UI Consistency (2025-06-09)
- Bridging Legacy and Modern: Integrating Kiwoom API with Modern Web Architecture (2025-06-08)
- Building an AI Platform for Seniors: Facing Real-World Challenges (2025-06-06)
- Building an AI Platform for Seniors: Setting Goals and Understanding the Challenge (2025-06-05)
- Mastering Python Fundamentals: Slicing, Sequences, and Conditional Logic (2025-06-04)
- Building a Logic Gate Simulator and Expression Parser (2025-06-03)
- Solving Two Algorithmic Problems: Bitwise Operations and Range Updates (2025-06-02)
- Understanding Basic Sorting Algorithms: Bubble, Selection, and Insertion Sort (2025-06-01)
May
- Django vs FastAPI: Choosing the Right Python Web Framework (2025-05-30)
- SHAP and Feature Importance: A Shift Toward Biometric Signals (2025-05-27)
- Hyperparameter Tuning with Optuna: What I Learned (2025-05-27)
- Overfitting or Just Lucky? What I Learned Debugging a Too-Perfect ML Model (2025-05-26)
- Why Is My Logistic Regression So Bad? Troubleshooting Low Accuracy (2025-05-26)
- Learning SQL One Question at a Time: What I Asked and Understood (2025-05-20)
- Further Learning Into SQL (2025-05-20)
- Deeper SQL Practice: Subqueries, Functions, Joins, and Mistakes I Learned From (2025-05-20)
- Project Reflection: Why I Paused My Data Project (2025-05-20)
- SQL Practice Log: Movie Data, Date Filtering, and Real-World Queries (2025-05-19)
- From Confusion to Clarity: My Journey Into Machine Learning and Feature Engineering (2025-05-18)
- Learning SQL Through Questions: How I Built My Understanding One Query at a Time (2025-05-16)
- Why Regex and Virtual Environments Taught Me More Than Syntax (2025-05-14)
- Mastering Methods in Python OOP: Class, Static, and Decorators (2025-05-13)
- Applying Design Patterns and Structure in Python: Singleton, Modules, Packages (2025-05-13)
- When Code Gets Messy: Lessons from Building a User Registration System (2025-05-12)
- Exploring Advanced Python Concepts: class methods, static methods, decorators, and singletons (2025-05-12)
- Why Planning Matters: My Thought Process Behind a Data Project (2025-05-11)
- What Confused Me While Building My Vending Machine in Python (2025-05-10)
- Building a Vending Machine in Python Using OOP (2025-05-10)
- How to Parse and Analyze CSV Data in Python (2025-05-09)
- How to Handle Basic File I/O in Python (2025-05-09)
- Understanding OOP in Python: Abstraction, Encapsulation, and Polymorphism (2025-05-08)
- Discussion of Object-Oriented Programming (OOP) as a Beginner (2025-05-07)
- Struggles of Object-Oriented Programming (OOP) While Making Rock Paper Scissor Game (2025-05-07)
- What I Learned from a Simple Number Game in Python (2025-05-04)
- Building a Rock-Paper-Scissors Game in Python (2025-05-02)
- Creating a Number Baseball Game in Python (2025-05-02)
April
- Working with Zip, Search, and Variable Arguments in Python (2025-04-30)
- Practicing Lambda Functions in Python (2025-04-29)
- Working with Functions and Data Structures in Python (2025-04-29)
- Using While and Nested For Loops in Python (2025-04-28)
- Processing Input with Lists and Dictionaries in Python (2025-04-28)
- Learning How to Define and Use Functions in Python (2025-04-28)
- Practicing Python If Statements with Grading Logic (2025-04-25)
- Practicing Conditions and Understanding List Copy in Python (2025-04-25)
- Practicing Python For Loops and Accumulation (2025-04-25)
- Learning Python Data Structures: List, Tuple, Dictionary (2025-04-25)
- Practicing Python String Basics (2025-04-24)
- Python Lists and Strings Practice (2025-04-24)