- 🐍 My primary programming language is Python. I enjoy using it to solve complex problems, optimize data pipelines, and build useful applications.
- 🤖 I am exploring Computer Vision, Recommendation Systems, Generative AI, and Physical AI to grow as an AI Software Developer who can connect intelligent models with real user experiences.
- 🧩 My projects span the full development flow—from problem definition and system design to model experiments, backend APIs, mobile integration, and documentation.
- 👥 I led the planning and architecture of Study Mate and Malro, and worked on AI API integration and voice cloning for Pick & Tell. I proposed and worked on choice-based story branching, but it was not completed by the project deadline; integrated safeguard filtering also remained incomplete.
- 📊 My portfolio includes a TF-IDF content-based recommendation pipeline and a ResNet18 / ConvNeXt fine-grained image classification study with Grad-CAM analysis.
- 🔐 I value clear documentation, explainable results, and secure handling of API keys and user data.
- 🎓 **Academic Team Projects ** — Study Mate, Pick & Tell, Fine-Grained Image Classification, BattleFit, Top-K & Selection, ML Recommendation, and Malro