- ๐ซ Science major at Satit Prasarnmit Demonstration School (Secondary) G57 & G58, 2011-2018
- ๐จ๐ณ Exchange student at Jiujiang Foreign Language School, AFS54, 2014-2015
- ๐ Communication and Information Engineering (ICE) student at Chulalongkorn university
- ๐ I speak Thai ๐น๐ญ (Native), English ๓ ง๓ ข๓ ฅ๓ ฎ๓ ง๓ ฟ๐ฌ๐ง (Working proficiency), and Chinese ๐จ๐ณ (Conversational)
- ๐ฉ I love traveling. One of my dreams is to travel to every Continent
- ๐ I also love reading books, Here is my Goodreads account
You can contact me on
โญ Click Me โญ
โญ Click Me โญ
| Topic | Dataset | Description | Year | Code |
|---|---|---|---|---|
| ๐ ต Font Classification | Thai Fonts (Private) | Fine-tuned multi-task ResNet50, EfficientNetV2, and Vision Transformer models to classify Thai fonts | 2022 | Coming soon |
| ๐ฅ Image Classification | Thai Foods (Private) | Trained Triplet model based on EfficientNet to create Thai Food images' embedding vector | 2022 | Coming soon |
| ๐ Price Prediction | House Images (Private) | Using AutoGluon and fastai to predict houses price | 2022 | Coming soon |
| ๐ข Handwritten Digit Recognition | Mobile camera captured handwritten digit images (Private) | Fine-tuned TrOCR (BEiT + RoBERTa) model to detect handwritten digit | 2021 | Project Repo |
| ๐ท Object Detection | Underwater Object (Private) | Fine-tuned YoloV5 and EfficientDet to classify Underwater objects in TensorFlow Lite and Pytorch and deployed to FastAPI | 2021 | Project Repo |
| ๐ง Image Classification | Intracranial Hemorrhage MRI Images(Private) | Trained ResNet50 and ResNext to detect Intracranial Hemorrhage symptoms | 2020 | Private |
| Topic | Dataset | Description | Year | Code |
|---|---|---|---|---|
| ๐ Machine Translation | Thai - English (OPUS + Private) | Fine-tuned transformer-align to translate Thai - English using Huggingface's Transformers | 2022 | Coming soon |
| ๐ฝ Named-entity Recognition | LST20 + Private dataset | Fine-tuned WangchanBERTa model for NER task and deployed to Nvidia Triton inference server in ONNX format | 2022 | Coming soon |
| ๐คทโโ๏ธ Text Classification | Chula courses description | Trained LSTM, TFIDF-SVM, Thai2Fit-SVM and, WangchanBERTa to classify Chula course faculty from its description | 2021 | Demo Repo |
| ๐ Semantic textual similarity | Chula courses description | Utilized Sentence Transformers to fine-tune SimCSE, WangchanBERTa, XLM-RoBERTa to calculate cosine similarity of courses in Chulalongkorn University from its Thai description | 2021 | Demo Repo |
| Topic | Dataset | Description | Year | Code |
|---|---|---|---|---|
| ๐ถโ๐ซ๏ธ EEG Brain wave classification | OpenBMI | Trained EEGNet, DeepCovNet, and Custom 1DCNN architecture to classify motor events from brain wave | 2022 | Coming soon |
| ๐ญ Predictive Maintenance | Accelerometer Data (Private) | Utilized Explainable AI (Integrated gradients) to interpret DeepCovNet prediction of faulty motors | 2022 | Coming soon |
| ๐ Stock Price Action Classification | Thai Stocks OHLC (Chaloke) | Trained Random Forest, SVM, and LSTM to classify stock pattern based on its OHLC data | 2021 | Amibroker deployment |
| Topic | Dataset | Description | Year | Code |
|---|---|---|---|---|
| ๐ Deep Learning Model Deployment | - | Deployed RoBERTa and CNN model using ONNX, Quantization, and Triton Inference server | 2022 | Coming soon |
| ๐ AB Testing | CU GetReg Click Stream data (Private) | Created a successful experiment between Random and Cosine variants of recommender systems | 2022 | CU GetReg website |
| ๐ฎ Recommender System | CU GetReg Click Stream data (Private) | Created courses recommender system based on users' add course history | 2021 | CU GetReg website, Deployment repo |
โญ Click Me โญ
- ๐งโ๐ป Frontend developer of Bangkok Javascript 1.0.0 companion web app
- ๐ Frontend developer of Open Registration website
- ๐ฆ Backend developer of Covid Self Check Application (เนเธเธทเนเธญเธเธเนเธงเธขเนเธเนเธ)
- ๐ Frontend developer of CU Getreg website
- ๐ฉธ Lead Frontend Developer of CU Blood 2018 website
- ๐ Full stack developer and ML Engineer of CU Onepass project
- Frontend Engineer: LINE MAN Wongnai
- Data Scientist: Agoda
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