Kanak Khandelwal

• Application Developer Intern

  Oracle

  May 2026 – Jul 2026 · 2 mo

  Built and shipped Billing Operations Workspace, an agentic AI application using Oracle AI Agent Studio, delivering a single, prioritized view of billing exceptions, minimizing billing delays. • Integrated REST APIs and backend data models for real-time retrieval and one-click corrective actions across 10,000+ invoices. • Automated approval workflows using policy-driven AI nodes, enabling zero-touch processing and eliminating manual review. • Designed the core workspace panel, unifying three financial workflows into one prioritized interface with drill-down navigation. • Integrated agentic applications across AR and PPM, enabling cross-application navigation and a unified billing experience. • Validated production readiness through an Agent Quality Loop, running automated regression suites and triaging issues as PASS/REVIEW/BLOCKED before release.

• Undergraduate Research

  MADHAV Labs, IIT Kanpur

  Apr 2025 – Jun 2025 · 2 mo

  Built a dual-encoder cross-modal retrieval system for DCASE Challenge 2025 using PaSST and RoBERTa-large encoders, projecting audio and text into a shared embedding space. • Designed a multi-positive contrastive loss with weighted soft/hard positives and hard negative mining using progressive staged activation to prevent optimization interference. • Engineered PyTorch Lightning pipeline with mixed-precision training, FFmpeg loader, and segment-based mel-spectrograms. • Achieved 30.01% mAP@10 and 59.35% R@10 on the Clotho dataset for cross-modal audio-text retrieval.

• Mathematics and Scientific Computing

  Indian Institute of Technology Kanpur

  2023 – 2027

• St. Xavier’s Senior Secondary School

  St. Xavier’s Senior Secondary School

  2011 – 2023

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