Research & Publications

About me

My research focuses on AI-driven financial automation, combining OCR, NLP, and RPA to extract invoice data accurately. I explore explainable AI and cryptographic methods for secure processing, and build scalable models and DevOps pipelines to deploy intelligent systems that enhance efficiency and transparency in enterprise finance operations.

  1. Context-Aware Access Monitoring With Tracking and Alerting for Cloud-Based Invoice Processing In Financial Automation (IJCESEN)
    DOI: https://doi.org/10.22399/ijcesen.3954
  2. Secure and Explainable AIP System Integrated with Devops Principles Using HLGSRU and SCC (JISEM)
    DOI: https://doi.org/10.52783/jisem.v10i59s.12987
  3. Zero-Shot Invoice Information Extraction Using Foundation Models with Spatial Prompt Tuning at International Journal of Intelligent Systems and Applications in Engineering (IJISAE)
    DOI :https://doi.org/10.17762/ijisae.v13i1s.7722
  4. Secure Document Automation Using Blockchain Anchors and AI-Validated Semantic Hashing for Invoice Integrity at Journal of Information Systems Engineering and Management (JISEM)
    DOI: https://doi.org/10.52783/jisem.v10i55s.11629 
  5. Probabilistic Estimation and Error Bounds in AI-Based OCR Systems for Enterprise Finance (IJISAE)
    DOI :https://doi.org/10.52783/jisem.v10i58s.12583

  6. Mathematical Optimization of AI-Based Document Processing Workflows Using Markov Decision Processes (UtilitasMathematica)

  7. Cross-Page Semantic Mapping-Centric Invoice Information Extraction for Long Documents with Complex Layout Using Fsl-Ha-Layoutlmv2 (EMSJ)
    DOI: https://doi.org/10.59573/