πΉ Personal Blog π Link
Project Name | Tech Stack | Team | Period | Link |
---|---|---|---|---|
λμ§νΈ κ΅κ³Όμ μ μ λ° AI Chatbot νμ© κ΅μ¬ μ§μ λ©νλ²μ€ νλ«νΌ | Chatbot (GPT 3.5 Turbo/LangChain), κ΅κ³Όμ μΈν°λμ (Magic123, DreamGaussian - 3D λͺ¨λΈ μμ±, VideoCrafter - MP4 μμ±, HotShot - GIF μμ±, Model Serving(FastAPI) | 23. 10. 02 ~ 23. 12. 12 | π Repo, Blog | |
AI μλ₯ μμ΄ λ¬Έμ μμ± νλ‘μ νΈ "κ±Έμ" | λ¬Έμ μμ±(GPT 3.5 Turbo/LangChain, Llama 2 Fine tuning, BERT), Model Serving(Flask) | 23. 09. 04 ~ 23. 09. 27 | π Repo, Blog | |
AI λμκ΄ μ¬μ νλ‘μ νΈ | Object Detection (yolov8), OCR (Easy OCR/Naver Clova OCR/PaddleOCR), Text Classification (ChatGPT), Model Serving(Flask) | 23. 08. 01 ~ 23. 08. 31 | π Repo, Blog | |
NLPλ₯Ό νμ©ν μ€λ ν루 μμ½ νλ‘μ νΈ | κ°μ λΆμ (BERT), μΆμ²μμ€ν (Song2vec,FastText, sklearn cosine_similarity), λνμμ½(GPT, Bart) | 23. 07. 17 ~ 23. 07. 21 | π Repo, Blog | |
μμ μ€κ³ μ°¨ κ°κ²© μμΈ‘ νλ‘μ νΈ | ML (XGB/LGBM/RandomForest/Lasso/LinearRegression), AutoML (Optuna/AutoGluon/Pycaret) | 23. 06. 13 ~ 23. 06. 21 | π Repo, Blog | |
μ¬μ©μ μ€λ¬Έ κΈ°λ° μΆμ² μμ€ν λ° μκ³μ΄ μμΈ‘ νλ‘μ νΈ | μΆμ²μμ€ν (Scikit learn, KNN), μκ³μ΄ μμΈ‘ λͺ¨λΈ(RNN, LSTM), λͺ¨λΈ μλΉ(NodeJS, JavaScript, MySQL, React) | 23. 07. 04 ~ 23. 07. 06 | π Repo, Blog |