Goh Jia Yi, Jesa's repositories
suicidal-text-detection
Building a suicidal text detection model and mental health chatbot with deep learning models and transformers.
beer_recommender
Building a beer recommender using collaborative filtering and bandit algorithms, and evaluating the best performing technique.
youtube_analysis
Using YouTube video data to test variable relationships between title, thumbnail and views.
bilm-tf
Tensorflow implementation of contextualized word representations from bi-directional language models
cgan-ppg2abp
This is the source code for the EMBC22' cgan paper. It converts ppg signal to abp
character-based-cnn
Implementation of character based convolutional neural network
ehr-relation-extraction
NER and Relation Extraction from Electronic Health Records (EHR).
faersdbstats
Generate safety signal statistics from FDA FAERS data
telenatal
Telehealth application built for pregnant mothers. Awarded Champion for the Build On, ASEAN 2021 (Singapore) hackathon, by AWS and Tech for She.
flipkart_marketing_analytics
Performing RFM customer segmentation and developing relevant marketing strategies for Flipkart using eCommerce data.
gcp-flask-ml-deploy
This is a project to auto-deploy with an ML payload
gohjiayi.github.io
My personal portfolio website!
intranet-proto
Template for the intranet
kchar
Character-Aware Neural Language Models. A keras-based implementation
locust_exporter
A Locust metrics exporter for Prometheus
mtl-dts
Implementation for "Deeper Task-Specificity Improves Joint Entity and Relation Extraction"
multihead_joint_entity_relation_extraction
Implementation of our papers Joint entity recognition and relation extraction as a multi-head selection problem (Expert Syst. Appl, 2018) and Adversarial training for multi-context joint entity and relation extraction (EMNLP, 2018).
non-invasive-bp-estimation-using-deep-learning
Assessment of non-invasive blood pressure prediction from PPG and rPPG signals using deep learning
notebooks
Repository that contains my research
pytorch_RVAE
Recurrent Variational Autoencoder that generates sequential data implemented with pytorch
scaffolding
test repository
TReS
No-Reference Image Quality Assessment via Transformers, Relative Ranking, and Self-Consistency
woaiai_hackathon
dsaid hackathon 2023