ML Engineer @ eBay · NLP & applied ML at scale
I build applied ML and NLP systems from messy, real-world data — and small, well-made side projects off the clock.
Now · retrieval systems, ML infra, and cleaner ways to ship models.
- Social-Unrest-Prediction-NLP — transformer pipeline forecasting social unrest from ACLED data (extraction → summarization → event prediction)
- Sentiment-Analysis-IMDb-Reviews — PyTorch RNN / bi-RNN / bi-LSTM sentiment classifiers, compared head to head
- GeoSocialX — geospatial toolkit for geotagged social data (CSV · GeoJSON · Bluesky), with mapping built in