752 stars
TIME SERIES · DEEP LEARNING
InceptionTime
An ensemble of deep convolutional networks for scalable time series classification, with an open-source implementation of the research.
Explore the codeRESEARCH & ENGINEERING
Ideas into practice.
Building on research to solve problems with machine learning.
PRODUCT · CREATOR
GetBetter
AI coaching for Rocket League.
I created GetBetter to turn Rocket League replay data into actionable coaching. It analyzes key moments in a match, offers feedback on kickoffs, shooting, saves, and recovery, and helps players track their progress.
Visit GetBetterOPEN RESEARCH
Selected projects.
1,659 stars
RESEARCH · REPRODUCIBILITY
Deep learning for time series
An open-source benchmark accompanying our review: 8,730 trained models evaluated across 97 time series datasets.
Explore the benchmark
31 stars
TRANSFER LEARNING · BENCHMARKS
Learning across domains
A benchmark of deep unsupervised domain adaptation methods for time series classification.
Explore the benchmarkMORE OPEN-SOURCE TOOLS
Built to be shared.
OPEN-SOURCE CONTRIBUTIONS
Making knowledge usable.
KERAS · TUTORIAL AUTHOR
Time series classification,
from scratch.
I authored the official Keras example for training a convolutional time series classifier on the FordA dataset, from preparing the data to evaluating the model.
Read the Keras tutorialHUGGING FACE · DATASET CONTRIBUTOR
Three datasets.
Ready for the community.
I contributed integrations for three text classification datasets to the Hugging Face datasets library. Each contribution was merged upstream.
INDUSTRY
Where I’ve worked.
GOSI ↗
CurrentAI Expert
Bringing advances in generative AI to the General Organization for Social Insurance.
Senior Machine Learning Engineer
Fine-tuning large language models, benchmarking vector databases, and improving retrieval-augmented generation.
Machine Learning Researcher
Applying artificial intelligence to wireless telecommunication networks.
Machine Learning
Developing machine learning solutions for automatic content moderation.