Research and IP work across synthetic data generation, document intelligence, and practical LLM systems.

Patents

  • Contrastive Learning Framework for Invoice Processing

    Filed · Acceptance pending

  • Synthetic Data Generation through Keyword-Graph Agentic Generation

    Filed · Acceptance pending

  • Real-Time Drift Detection, Adaptive Prompt Engineering, and Continuous Learning of ML Models

    Filed · Acceptance pending

Publications

  • Dynamic Synthetic Data Generation through Human-Guided Multi-Agent Collaboration

    International Conference on Electrical, Computer and Energy Technologies (ICECET 2025), Paris, France

    July 15, 2025

  • A Contrastive Learning Framework for Invoice Processing Using Sentence Transformers

    International Conference on Electrical, Computer and Energy Technologies (ICECET 2025), Paris, France

    July 15, 2025

Speaking

  • Machine Learning Developers Summit, Bangalore

    Speaker