Research-driven solutions for wireless and AI challenges.
Developed the first comprehensive framework for cell-free massive MIMO supporting wireless federated learning. Enables privacy-preserving machine learning at scale over distributed antenna systems. Top Accessed Article on IEEE Xplore with 220+ citations.
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Developed the first comprehensive framework for cell-free massive MIMO supporting wireless federated learning. Enables privacy-preserving machine learning at scale over distributed antenna systems. Top Accessed Article on IEEE Xplore with 220+ citations.
Built automated document extraction pipeline using AWS Textract for OCR and Bedrock for intelligent data extraction. Achieved 75% reduction in processing time and cost per task, with 4x processing capacity.
Built an AI pipeline using RAG architecture, ChromaDB for vector storage, and AWS Bedrock for intelligent narrative synthesis. Reduced per-client labor by 80-90%, enabled 4x increase in client capacity, and achieved 5x faster content delivery.