STAR + FAR
STAR + FAR
Continual learning for LLMs that stays fresh without forgetting
- +4.1 pp Freshness (FFI)
- +3.2 pp Legacy retention
- 1.7 min Daily update cost
Projects
Things I've built
Research systems and engineering artifacts, from continual-learning pipelines to multi-agent disaster response and large-scale analytics.
Crisis Coordinator
Multi-Agent Tornado Crisis Coordinator
Real-time, explainable multi-agent AI for tornado disaster response
- 0.86 Radar ROC-AUC
- 0.99 Tweet macro-F1
Python PyTorch / TensorFlow LangGraph DistilBERT + LoRA
Election Data
Political Finance Analytics Platform
A PySpark analytics pipeline for U.S. election donations at scale
PySpark Python ETL distributed systems