Optimized RAG Pipeline
Configurable retrieval pipeline with evaluation tooling and reranking optimization.
MLRAGSystems
Key ResultReduced p95 latency by 28% while increasing retrieval recall@10 by 11%.
Technical Projects
Build Logs and Evaluation Results
Each project includes architecture, experiment outcomes, and tradeoff analysis.
Transformer Implementation From Scratch
End-to-end transformer reimplementation with component-level ablation tests.
DeepLearningNLPReproducibility
Key ResultMatched 98% of baseline perplexity while exposing bottlenecks in attention kernels.
Continual Learning Adapter Experiments
Adapter-based continual learning experiments across shifting domain tasks.
ContinualLearningAdaptersEvaluation
Key ResultImproved retention by 19% versus full-finetuning baseline under domain shift.