FireCaster: help animal rescue team save animal lives
Deep learning model to forecast bushfire damage risk on Flinders Chase National Park using satellite imagery and weather data
Three week project at Insight Data Science
[Time-series, Computer Vision, Keras, Satellite Imagery, BigQuery]
Plotly Circos
An open-source software that helps visualize NGS sequencing data with ease.
Live demo is down for maintenance.
Beginner-friendly Bioinformatics Data Visualization Tool
[Data Visualization, Plotly, Dash, React, Docker]
Maize Unstable factor for orange1
My PhD research on an epigentic modifier in maize. I'm a co-first author on a published paper and my
contribution includes molecular cloning, generation of transgenic plants, real-time PCR and RNA-seq analysis.
PhD Research
[Thesis Research, Plant breeding, Molecular Cloning, RNA-seq]
Tutorial on RNA-seq data analysis
Reproducible RNA-seq differential expression analysis pipeline Beginner-friendly RNA-seq tutorial
[RNA-seq, R Markdown, PCA, DESeq, DESeq2, edgeR, limma]
US traffic accident map
Traffic Accident in the US from March 2015 - March 2019 Shiny interactive map
[Data Visualization, R Shiny, shinydashboard, Leaflet]
Kaggle Competition: Toxicity Classification
Build classfication models to predict toxic comments while minimizing bias. Top 1%, Team Silver
[Kaggle, NLP, PyTorch, Bert, GPT-2, Bi-LSTM]
Kaggle Competition: Elo Merchant Category Recommendation
Build models on unbalanced data to predict customer loyalty score. Top 3%, Solo Silver
[Kaggle, Feature Engineering, Hyperparameter Tuning, lightgbm]
Kaggle Competition: APTOS 2019 Blindness Detection
Build models on eye images to predict diabetic retinopathy. Top 4%, Team Silver
[Kaggle, Image Classfication, EfficientNet, Image Augmentation]
