Alfred's Projects
EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings (official implementation)
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
MFE690 Capstone
Pretrained++ InceptionV3 using Celeb A for Adience Age and Gender Classification
Learn C++
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
A neural network predictive model to determine the outcome (opened/ignored) of a marketing email sent.
Implemented Ensemble Selection for Library of Models by Rich Caruana et al.
Scrape Facebook public pages without an API key
A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097
Financial Sentiment Analysis with BERT
Using Hyperas for efficient hyperparameter tuning
E-Commerce product image classification model implemented in keras using InceptionResNetV2
Multi-Disciplinary Project under School of Computer Science and Engineering at NTU, Singapore. A team of 8 members specializing in various functions are required to build a maze-exploring 2-wheeled drive robot with real-time mapping and image recognition. Team comprises of 4 sub-teams: (1) Arduino (2) Algorithm (3) Raspberry Pi (4) Android Dev.
author profiling with containerized RESTful API service
Two python scripts implemented using ML and DL approach for multi-class sentiment analysis on e-commerce product reviews
Python Keyphrase Extraction module
A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch
Repository of implemented solutions for Shopee Code League 2020 - Algorithm Contest
GitHub Profile Page
A module grouping multiple translation APIs