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/
  8. The Future of Human-AI Collaboration in Manufacturing Finance: Streamlining Cost Management and Vendor Payments at Journal of Computer Science and Technology Studies (JCSTS)
    DOI: https://doi.org/10.32996/jcsts.2025.7.3.59
  9. Enhancing Financial Approvals with AI-Powered Predictive Automation: Optimizing Invoice Management and Vendor Risk Assessment at European Journal of Computer Science and Information Technology (EJCSIT) DOI: https://doi.org/10.37745/ejcsit.2013/vol13n172738
  10. AI-Enhanced OCR for Financial Document Processing: Advancing Recognition Accuracy in Modern Enterprise Finance" at World Journal of Advanced Research and Reviews (WJARR)
    DOI:https://doi.org/10.30574/wjarr.2025.26.2.1653
  11. Transforming financial operations: Integrating SAP OpenText VIM, AI-Powered OCR, and RPA for advanced invoice processing and junk document elimination at World Journal of Advanced Engineering Technology and Sciences (WJAETS)
    DOI : https://doi.org/10.30574/wjaets.2025.15.2.0620