"Whenever there is a hard job to be done, assign it to a lazy man; he is sure to find an easy way of doing it"
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🌱 I’m currently learning Knowledge Graph-based Natural Language Processing
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🚀 I’m looking to collaborate on Research projects related to Natural Language Processing and Computer Vision
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💬 Ask me about Financial Investment would be a plus
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📫 How to reach me pavaris.ruang@protonmail.com
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⚡ Fun fact I'm a weeb who is mainly interested in Manga, Anime, and Cosplayers
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| Topic | Dataset | Description | Year | Code |
|---|---|---|---|---|
| 👨 Object Detection | Face Images and videos | Developed program to detect human face and eyes using OpenCV library with HaarCascade Classfiers | 2022 | Deployment repo |
| ⚕️ Image Classification & Image Localization | Optical Coherence Tomography image (Private) | Fine-tuned VGG16, ResNet18, AlexNet, and GoogleNet models to classify and localize patients who have Diabetic Retinopathy (DR) disease | 2022 | Coming soon |
| 👨💻 Image Classification | CIFAR-10 | Trained Convoluton Neural Network (CNN) model to classify images from CIFAR-10 dataset | 2022 | Deployment repo |
| Topic | Dataset | Description | Year | Code |
|---|---|---|---|---|
| 🌍 Machine Translation | KDE4 | Fine-tuned transformer-align model to translate from thai to another language using huggingface's transformers | 2023 | Deployment repo |
| 🎞️ Sentiment Analysis | GLUE-SST2 | Fine-tuned DistilBERT base uncased model from huggingface for sentiment analysis from movie reviews and human annotations of their sentiment | 2022 | Deployment repo |
| Topic | Dataset | Description | Year | Code |
|---|---|---|---|---|
| 🏠 Asset Prediction | Thai questionaire (Private) | Using XGBoost and LightGBM to predict Thai people asset based on their general information | 2022 | Coming soon |
| 🎓 Data Visualization | The Essense school data (Private) | Created statistical report based on student's data provided by The Essense school using Looker studio (Google Data Studio) | 2022 | Coming soon |
| Topic | Dataset | Description | Year | Code |
|---|---|---|---|---|
| 🌡️ Temperature Prediction | Utu-noi sensors (Private) | Apply CatBoost and PyCaret to predict temperature based on data collected from Utu-noi sensors | 2022 | Coming soon |
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