A curated list of my practical data science projects for job interview purpose.
- Data Science
- Computer Vision
- Natural Languge Processing
- Others
- Paper Implementation
- Competitions
- Contact
| Projects | Description | Code |
|---|---|---|
| Accident Severity Prediction | Predict the severity of accident, build web application using Streamlit, deploy on Heroku. | Code |
| Credit Card Fraud Detection | Classify fraud transactions using LightGBM, Optuna and create model performance dashboard | Code |
| Site Energy Intensity Prediction | Predict the energy consumption, interpret by SHAP | Code |
| Tabular Experiments | Automated Benchmark Analysis on Various Tabular Models | Code |
| Projects | Description | Code |
|---|---|---|
| Traffic Flow Analysis | Interactive web-based dashboard for tracking traffic direction, speed using YOLOX, DeepSORT. | Code |
| Face and Emotion Recognition System | Build a web application using transfer learning, VotingClassifier, Flask, Heroku. | Code |
| License Plate Detection | Code | |
| Kinship Face Generation | Not released | |
| Vietnamese Identity Card Recognition | Not released |
Updating
Updating
| Paper | Description | Code | Official |
|---|---|---|---|
| Deep Feature Rotation for Multimodal Image Style Transfer | Artistic Style Transfer | Code | ✔️ |
| Arbitrary Style Transfer with Style-Attentional Networks | Artistic Style Transfer | Code | |
| Siamese Neural Networks for One-shot Image Recognition | One-shot Image Recognition | Code |
Updating
If you have any questions, feel free to open a github issue or pull a request or mail to the author Son Truong Nguyen.