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pavaris-pm/README.md

Typing SVG

"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"

pavaris-pm Total time coded since Oct 25 2023

my_waifu_anime_character

  • 🌱 I’m currently learning Knowledge Graph-based Natural Language Processing

  • 🚀 I’m looking to collaborate on Research projects related to Natural Language Processing and Computer Vision

  • 💬 Ask me about Financial Investment would be a plus

  • 📫 How to reach me [email protected]

  • ⚡ Fun fact I'm a weeb who is mainly interested in Manga, Anime, and Cosplayers


Open Source Contributions Achievement 🏆 🌏

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Metrics

An image of @pavarispm's Holopin badges, which is a link to view their full Holopin profile


Languages and Tools:

python pytorch opencv pandas scikit_learn seaborn numpy looker_studio discord java matlab mysql


Work Experience ♟️ [will be added soon]

Read more 🔍

----- Coming Soon -----


Machine Learning and Deep learning experiences 🤖 [Last Update: January 2023]

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Image processing and Computer Vision

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

Natural Language Processing (NLP)

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

Data Science and Big Data Analytics

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

IoTs and Robotics

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

Competitions ♟️ [will be added soon]

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----- Coming Soon -----


My Personal Stats

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My Blog posts

https://medium.com/@AimAlg/ให้ทุกการค้นหาสะดวกขึ้นด้วย-search-engine-chatgpt-คอมโบสุดเทพแห่งโลกอนาคตที่น่าจับตามอง-ce526d13a09e

https://medium.com/@AimAlg/ทำไม-numpy-array-ถึงน่าใช้กว่า-list-ในงานประเภท-data-science-part-1-67742ad0b5ac


Connect with me:

@aimalg pavaris-spotify

@pavaris_myanimelist


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  1. PyThaiNLP/pythainlp PyThaiNLP/pythainlp Public

    Thai natural language processing in Python

    Python 988 274

  2. huggingface/transformers huggingface/transformers Public

    🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

    Python 136k 27.2k

  3. zjukg/KG-LLM-Papers zjukg/KG-LLM-Papers Public

    [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)

    1.5k 116

  4. dog-breed-classification-webapp dog-breed-classification-webapp Public

    Dog Breed Classification utilizing DetectionTransformer & ConvNext / Convolutional AutoEncoder architecture deployed as Web Application Demo 🪖🎖️

    Python 7 3