Ramandeep Kaur

Full-Stack/Backend Engineering, AI/ML & Automation

Software Engineering Intern at Protiviti India Member Firm (2026 – Present)

Full-Stack/Backend Engineering, AI/ML & Automation

• Engineered RESTful APIs and backend services for enterprise audit and claims workflows using Node.js, Express.js, MySQL, Azure and Docker; debugged API, database, authentication and environment-level integration issues across the application stack.
• Automated overnight document-processing verification by tracking job execution, processed documents, failures and FRs and generating consolidated status summaries, replacing repetitive manual checks with an automated workflow.
• Worked across application, database and cloud components to troubleshoot integration issues, optimize SQL/data-processing workflows and support reliable document-driven enterprise operations.
• Developed a document image-forensics pipeline using Python and PyTorch with Restormer-based feature representations, combining image reconstruction and feature-distance analysis to detect and localize suspicious document regions.
• Optimized the forgery-detection inference pipeline for CPU-based execution, reducing computational overhead while preserving the feature-analysis workflow for document tampering detection.
• Engineered a modular verification pipeline combining QR decoding, OCR, text normalization and semantic field matching to identify inconsistencies between machine-readable and document-visible data.
• Integrated a locally hosted language model (SLM) via Ollama for AI-powered semantic field mapping with confidence-based acceptance and deterministic fallback logic, enabling fully local inference.
• Built structured verification reports in JSON, HTML and text and automated unit and end-to-end testing across QR extraction, OCR, field matching, semantic mapping and end-to-end verification workflows.

B.Tech. – National Institute of Technology Delhi (2022 – 2026)