2026
- March 26 - [Maeumjigi Capstone Dev Log #1] The First Steps and Planning
- March 30 - [Maeumjigi Capstone Dev Log #2] Initial Alarm App Planning and Testing
- March 31 - [Maeumjigi Capstone Dev Log #3] Alarm App Build Test and Fine-Tuning Preprocessing Kickoff
- April 1 - [Maeumjigi Capstone Dev Log #4] Full-Scale Fine-Tuning Data Preprocessing
- April 3 - [Maeumjigi Capstone Dev Log #5] Purifying 100,000 Emotion Data Points and the Pressure of Application Programming Interface (API) Costs
- April 5 - [Maeumjigi Capstone Dev Log #6] Preprocessing Final Report Automation and Frontend Kickoff
- April 7 - [Maeumjigi Capstone Dev Log #7] Synthetic Data (v5) Generation Optimization and Frontend Integration
- April 8 - [Maeumjigi Capstone Dev Log #8] Application Programming Interface (API) Bill Bomb Incident and Preparing Colab Fine-Tuning
- April 9 - [Maeumjigi Capstone Dev Log #9] Llama 3.1 Fine-Tuning Error Struggle and Week 6 Mid-term Presentation
- April 14 - [Maeumjigi Capstone Dev Log #10] Lifting Application Programming Interface (API) Limits and Resuming Data Synthesis
- April 19 - [Maeumjigi Capstone Dev Log #11] Evaluating M6 Model Trained on Synthetic Data (v5)
- May 3 - [Maeumjigi Capstone Dev Log #12] 70B Massive Model Fine-Tuning and GPU Memory (OOM) Struggle
- May 4 - [Maeumjigi Capstone Dev Log #13] Limits of 70B Training and the Pivot to Mid-Size Models (HCX, Qwen)
- May 6 - [Maeumjigi Capstone Dev Log #14] All Fine-Tuning Completed and Parallel Inference (Eval) Pipeline Built
- May 7 - [Maeumjigi Capstone Dev Log #15] Visualizing Fine-Tuning Results of 5 Models & Local Environment Setup
- May 8 - [Maeumjigi Capstone Dev Log #16] Fatal Mistake, 2nd Fine-Tuning, and React Native App Launch
- May 12 - [Maeumjigi Capstone Dev Log #17] 2nd Fine-Tuning Complete & The Trap of the Automation Pipeline
- May 13 - [Maeumjigi Capstone Dev Log #18] Expanding Inference Tokens and Comparing 2nd Fine-Tuning Results
- May 17 - [Webots Robotics] Q-Learning Autonomous Navigation: 648-Bin State Discretization & Socket Architecture (#1)
- May 17 - [Maeumjigi Capstone Dev Log #19] Automating Reports and Backend Database (DB) Troubleshooting
- May 18 - [Webots Robotics] Tabular Q-Learning Implementation & Reward Shaping Tuning (#2)
- May 19 - [Webots Robotics] Conquering Local Minima in 12-Wall Obstacles: Multi-Seed Headless Simulation (#3)
- May 20 - [Webots Robotics] Deterministic Evaluation via evaluate_qlearning & Benchmark vs. DQN and SARSA (#4)
- May 20 - [Maeumjigi Capstone Dev Log #20] 3rd Fine-Tuning Complete & Backend Feature Enhancements
- May 21 - [Webots Robotics] Sim-to-Real: Hardware Transfer via Arduino Uno, HC-06 Bluetooth & ArUco Vision Tracking (#5)
- May 22 - [Maeumjigi Capstone Dev Log #21] Optimizing Data Mix Ratios and Starting the 4th Fine-Tuning
- May 30 - [Maeumjigi Capstone Dev Log #22] 4th Fine-Tuning Complete! Architecture Design & Final Report
- June 18 - [Maeumjigi Capstone Dev Log #23] Safety Wrapper & 1st Semester Final Presentation
- June 25 - [Vision AI] Blackbox Lane Intrusion & Super-Resolution ANPR: 6-Stage End-to-End Pipeline & Real-Time Constraints (#1)
- June 26 - [Vision AI] Dynamic Lane Boundary Extraction & Geometric IoU Intrusion Criterion (#2)
- June 27 - [Vision AI] Hierarchical Object Detection: YOLOv3 Vehicle ROI, YOLOv5 Plate Detector & CSRT Tracking (#3)
- June 28 - [Vision AI] Overcoming Blurry Blackbox Artifacts: Deep Super-Resolution (EDSR vs FSRCNN) & Multi-Frame Image Stacking (#4)
- June 29 - [Vision AI] Korean ANPR OCR Engine, Regex Normalization & Temporal Majority Voting (v01 to v11 Evolution) (#5)
- October 18 - From 45 npm Vulnerabilities to Zero-Risk: Why You Shouldn't Blindly Run npm audit fix --force on Static Sites