- Dockerized Scalable Multi-model Car Reservation Prediction : Kubernetes + Flask + Gnuicorn + DNN (multi-loss, multi-target) + XGBoost + Random Forest + multi-label SVM (RBF) + Softmax Reg + Multilinear Reg (https://nbviewer.jupyter.org/github/ginochen/Dual-branched_DNN_SVM/blob/master/Dual_branched_DNN_SVM.ipynb)
- NLP spacCy + LSTM Amazon review sentiment analysis (binary classification)(https://github.com/ginochen/NLP_spaCy_cuDNNLSTM)
- DNN credit card fraud detection (multi-feature binary classification) (https://github.com/ginochen/DNN_anomaly_detection)
- LSTM multi-feature stock forecast with Keras (RNN sequence modeling) (https://github.com/ginochen/LSTM_stock)
- LSTM weather prediction (RNN sequence modeling) (https://github.com/ginochen/LSTM)
- SARIMA weather prediction (time-series forecast) (https://github.com/ginochen/ARIMA)
- CNN (YOLOv3) object detection and classification on Open Images (computer vision)(https://github.com/ginochen/openimagechallenge)
- Web scraping and commodity prices EDA (data acquisition, cleaning, EDA) (https://github.com/ginochen/web_scraping)
- Stochastic forecast system (dissertation-appendix, https://scholarlyrepository.miami.edu/oa_dissertations/2137/)