Projects
Nonprofit Organizations
Sustainability Of Sustainability
Cambridge, MA, USA2025 - Now
"Sustainability isn't self-sustaining"
SOS builds shared meaning, readable patterns, and working mechanisms so sustainability can persist and scale in the real world.
Meaning · Pattern · Mechanism
Start-Ups
BioMuse-X
Cambridge, MA, USA2023 - 2025
"Preserving Nature, Serving the Future"
Investigating sustainable, energy-efficient materials using a unique dataset derived from hyperspectral imaging and electron microscopy.
Functional Trait Analysis · Spectral Data · Scanning Electron Microscope
CropSky
Taipei, Taiwan2017 - 2020
"Empowering Agriculture with Data-Driven Insights"
Applied machine learning and ecological modeling to optimize crop forecasting and disease management, delivering actionable insights for agriculture.
Machine Learning · Ecological Modeling · Crop Production · Scalable Analytics
PathoTracter
London, UK2015 - 2017
"Innovating Pathogen Detection for a Safer Tomorrow"
Leveraging advanced biochips, IoT-enabled sensors, and predictive analytics to revolutionize disease detection and forecast outbreaks with precision.
Machine Learning · Biochips · IoT-enabled Sensors · Disease Detection
High-Throughput Digitization and Morphological Quantification
A high throughput multispectral imaging system for museum specimens
2017
Multispectral Imaging · High-Throughput Systems · Parallel Computing
Evolution and Animal Behavior
Wing beat signatures in butterflies and moths: investigating variations across sex, age, and taxonomic groups 2024
Computer Vision · Signal Processing · Statistical Modeling · Time-Series Analysis
Historical behavioural data disentangle evolutionary and environmental drivers of recent declines in insect attraction to light
2025
Experimental Design · Statistical Modeling · Environmental Data
Day versus night and the evolution of sexual dimorphism in Lepidoptera 2022
Multispectral Imaging · Evolution · High-Dimensional Data
The evolution of the eyespot and false-head features in Lepidoptera 2022
Computer Vision · Deep Learning · Evolutionary Modeling · Data Visualization
The evolution of sensory organs (antenna and eyes) in Lepidoptera 2020
Computer Vision · Visual Ecology · Numerical Modeling
Selection on size has generated distinctive paired wing flight systems for butterfly flight 2018
Computer Vision · Evolutionary Modeling · Morphological Extraction
Climate and Environmental Studies
Analyzing Typhoon Patterns: Frequency, Intensity, and Routes in Taiwan 2016
Meteological Data · Business Intelligence · Tableau
Seasonal and diurnal temperature ranges in global mountains 2015
Climate Data · Satellite Image Analysis · Meta Analysis · Causal Inference
The velocity of climate change in mountains worldwide 2014
Climate Data · Satellite Image Analysis · High-Dimensional Data · Data Visualization
Opposite influences of seasonal and daily climatic variability on species range size 2013
Climate Data · Satellite Image Analysis · High-Dimensional Data · Causal Inference
Increasing drought stress and climate variability in high mountain ecosystems in Taiwan 2012
Climate Data · Time-Series Analysis · Tree Ring · Stable Isotope
Regional scale high resolution δ18O prediction in precipitation using MODIS EVI 2010
Stable Isotope · Remote Sensing · Geospatial Modeling
Interdisciplinary Studies and Projects
Exploring the history of blue through museum art pieces 2019
Computer Vision · Business Intelligence · Data Visualization
Regional weather drives the topics of local news 2017
Natural Language Processing · AI · Business Intelligence
Predicting aurora intensity using machine learning and space weather data 2017
Machine Learning · Space Weather · Predictive Analytics
Video tracking system for the corpus used by burying beetles 2016
Computer Vision · Behavioral Analysis · Optimization