pavaris-pm Goto Github PK

followers: 29.0 following: 21.0 repos: 38.0 gists: 0.0

Name: Pavarissy

Type: User

Bio: AI Enthusiast | Open-source Contributor | Self-taught Learner

Location: Thailand

"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"

🌱 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 🏆 🌏

Languages and Tools:

Work Experience ♟️ [will be added soon]

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

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]

My Personal Stats

No activity tracked

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:

Pavarissy's Projects

artery-segmentation

this repository is the part of Guided Ultrasound Image Segmentation project in collaboration with Biomedical Engineering Research Unit (BioMed) at SIIT under supervisionn of Assoc. Prof Dr. Pakinee Aimmanee

bosf23

brickbreakergame

project under object-oriented programming course inspired by one of the most popular 8-bit gameplay

checker

citu-assignment

cross-lingual-data-augmentation-for-thai-qa

👨‍🔬 This paper introduces an innovative ⭐️cross-lingual data augmentation framework with quality control⭐️ measures to enhance the ✨robustness✨ of Thai question answering models. 🚀

dataset

a collection of dataset

deepfake-detection

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

distillbert-sst2

Building fine-tuned sentiment analysis model trained on The Stanford Sentiment Treebank consists of sentences from movie reviews and human annotations of their sentiment. The task is to predict the sentiment of a given sentence. It uses the two-way (positive/negative) class split, with only sentence-level labels.

dog-breed-classification-webapp

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

dspy

DSPy: The framework for programming—not prompting—foundation models

en2thai-romanization

Deep learning for romanzation back from English to Thai.

ensemble-pytorch

A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.

featurizedconvolution-network

Implementation of Enhancing Features Quality through Transformation with the FeaturizedConvolution Network 🔥🏆

gptforanything

This is a repository aimed at promoting open-source contributions for implementing GPT in various applications.

hacktoberfest2023

Make your first Pull Request on Hacktoberfest 2023. Don't forget to spread love and if you like give us a ⭐️

human-face-and-eyes-detection

A simple program to detect humans' face and eyes using OpenCV and HaarCascade Classfiers.

kala

Official Code Repository for the paper "KALA: Knowledge-Augmented Language Model Adaptation" (NAACL 2022)

kg-llm-papers

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

maniclip

ManiCLIP: Multi-Attribute Face Manipulation from Text

mentalgpt

This is a project aimed at developing a voice-based chatbot that provides mental health recommendations to mental-illness people

neoneo

open.source.in.th

pavaris-pm

pythainlp

Thai Natural Language Processing in Python.

reactable

The code base for paper: "ReAcTable: Enhancing ReAct for Table Question Answering"

simple_detection

a repo contains a fundamental methods of detecting an object without using any neural network model

spatialattentiongan

SaGAN PyTorch "Generative Adversarial Network with Spatial Attention for Face Attribute Editing"

spatialattganx

A simple experiment of restructured of Spatial Attention GAN with respect to disentangled features