Experience

SAP Labs India, Bengaluru

GIRAF RunAnyWhere - Cloud-native test orchestration platform on HANA Cloud

• ▸Built CAP backend with OData services and Spring Boot APIs, running 600+ automated tests across 5 HANA clusters with dynamic dependency handling
• ▸Implemented locking and DB isolation for 200+ concurrent runs, reducing failures by 30% and cycle time by 50%
• ▸Architected multi-target, API-first cloud framework on SAP BTP registered in SaaS Registry, enabling scalability across environments
• ▸Designed an agentic LLM Gateway with mode-aware agents, tool-use orchestration over 50+ CAP tools, prompt caching, and a session-scoped fact store, powering async failure classification at 93.5% accuracy avg and auto-healing, reducing manual triage by 60%
• ▸Built a streaming SSE chat pipeline on the gateway with conversation history and shareable chat links, enabling an in-app assistant for iterative deep-dives over execution data
• ▸Developed a React + UI5 Web Components UI with Dashboards and Custom Reports for test analysis, centralized configuration system, and branch-based execution

SAP Labs India, Bengaluru

• ▸Built a deepfake detection pipeline (EfficientNet-B4) trained on 140k+ samples, achieving 98% validation accuracy
• ▸Built a Flask inference service supporting 300+ concurrent requests with real-time image/video processing; optimized 1080p inference to 22 FPS