projects/
Things I've Built
From Kaggle competition solutions to production ML systems serving millions of interactions.
ML Research & Applied AI at Apple
Split between ML research (LLM generalization, knowledge representation, model robustness) and production AI systems (multi-agentic architectures, generative AI, safety frameworks) serving millions of users.
GWNET — Gravitational Wave Detection
End-to-end 1D CNN architecture for detecting gravitational waves directly from raw interferometer time-series data. Gold medal winning Kaggle solution and published research paper.
Dynamic Intent Detection System (US Patent)
US-patented system for real-time intent detection from customer-agent interactions, adaptable to client modifications without retraining. Surpasses traditional static models.
LLM-based Contact Center Autoscoring
Fine-tuned Mixtral-7B to autoscore contact center agents by answering diverse rubric questions in zero-shot. Scaled across all clients at LevelAI.