Enterprise RAG System for HR Knowledge Management
Ultra-high-performance document Q&A system achieving 100,000+ queries/second. Deployed at a Fortune 500 company.
Projects
LEMMA: Neural-Symbolic Mathematical Reasoning Engine
Hybrid neural-symbolic system reproducing Google DeepMind’s AlphaProof approach. 95.2% accuracy on single-step math problems.
PKBoost: Shannon-Entropy Gradient Boosting
Novel gradient boosting algorithm outperforming XGBoost by 17.9% PR-AUC on extreme class imbalance. Published research.
Production Lead Scoring Pipeline
Enterprise B2B prioritization system achieving 0.89 ROC-AUC and 12x efficiency improvement.