bernardbyy/bahasarojaksentimentanalysis

Handling Bahasa Rojak (Malaysian Code Mixing Language) OOV and performing Sentiment Analysis using downstreamed XLM-R

Hi there👋, I'm Bernard

A Final Year Try Hard Data Science Student. Studying in TARUMT Penang

• 🔭 I’m currently working on an Recyclable Waste Instance Segmentation Model with Real-Time Inference Speeds using Mask-RCNN

• 💬 Ask me about Machine Learning !!

• 📫 How to reach me [email protected]

• ⚡ Fun fact I am very socialble!

📁 My Projects

Data Science / Machine Learning / Deep Learning Related 🔎🧬

• CIFAR10-Image Classification w/ MobileNetV2 and DenseNet-121
• Bahasa Rojak Sentiment Analysis w/ downstreamed Cross Lingual Model XLM-RoBERTa (XLM-T)
• Spotify Music Preference Classifier w/ XGB, GNB, RF and Stacking
• USD/EUR Curreny Pair Prediction w/ ARIMA, SARIMA, and LSTM

Data Management Related 🗄️

• Real-Time Amazon Stock Price Visualization w/ Kafka
• Microsoft Northwind Data Warehouse Project

Development Related 📲🌐

• Personal Finance Kotlin Android App
• Burger Restaurant Website w/ HTML, CSS and Javascript

Fundamentals 🍼

• Tutor Management Module w/ Doubly Linked List and Bubble Sort
• Restaurant Reservation System w/ C++

Connect with me:

Languages and Tools:

Machine Learning & Data Science

Arduino Chart.js Matlab Pandas PyTorch Scikit-learn Seaborn TensorFlow OpenCV

Mobile Development

Android Kotlin Firebase

Web Development

Bootstrap CSS3 Figma HTML5 JavaScript

Database Technologies

MySQL SQLite

Other Technologies

Git Python C++ C# Java Kafka