Projects & Dev Logs
Select a project to explore dev logs and technical milestones.
Maeumjigi
Real-time crisis & depression detection with compassionate counseling. Llama 3.1 fine-tuning (2:1 emotional-to-daily ratio), Safety Wrapper guardrails, and AWS EC2 GPU deployment.
Blackbox ANPR & Lane Intrusion
Real-time lane intrusion detection with IoU, blurry license plate reconstruction via EDSR_x4 super-resolution, and temporal majority voting EasyOCR pipeline across 11 iterations (v01 to v11).
RL Q-Learning
Q-Table optimization and autonomous navigation in Webots simulation environments. Continuous state discretization (648 bins), socket IPC communication, and Sim-to-Real hardware transfer.
Security & Web Engineering
Threat modeling 45 npm audit vulnerabilities in static sites, git secret scanning, PII protection, Referrer Policy headers, and automated security verification pipelines.
AI Research & Tools
Customizing Antigravity CLI, agent orchestration, prompt engineering, and building developer productivity tools.