Work Experience

Professional journey building enterprise-grade applications and AI/ML solutions

Associate Developer

SAP Labs India, Bengaluru

July 2025 – Present

GIRAF RunAnyWhere – Cloud-Native Automation Framework

Cloud-native automation framework for executing end-to-end tests on HANA Cloud across multiple environments with AI-driven result analysis and dynamic dependency handling.

  • •Developed modular React + UI5 Web Components UI, improving test execution visibility and added Dashboard view, Report Portal for Test Analysis
  • •Built CAP backend with secure OData services, enabling 600+ automated tests across environments
  • •Integrated GenAI-based failure classification, achieving 85% accuracy in distinguishing true vs. environment-related issues
  • •Architected and deployed a multi-target, API-first cloud framework on SAP BTP, registered in SaaS Registry, enabling scalability and reducing false failure runs by 30%

Key Technologies

ReactUI5 Web ComponentsSAP CAPODataSAP BTPHANA CloudGenAIJavaScript

Impact & Results

  • ✓ Enabled 600+ automated tests across multiple environments
  • ✓ Achieved 85% accuracy in AI-driven failure classification
  • ✓ Reduced false failure runs by 30%
  • ✓ Improved test execution visibility and analysis capabilities

SDE Intern

SAP Labs India, Bengaluru

May 2024 – July 2024

Synthetic Media Detection

Developed and deployed AI models to detect synthetic media across image, audio, and video modalities.

  • •Engineered CNN models (EfficientNet-B4) achieving 97.16% image authenticity accuracy and 98.0% audio deepfake detection using mel-spectrograms
  • •Trained and validated models in TensorFlow using 140k+ synthetic/natural media samples
  • •Designed real-time detection feature using OpenCV + WebRTC, processing 1080p feeds at 18 FPS
  • •Built a scalable Flask backend handling 300+ concurrent media analysis requests, with an integrated React UI for real-time visualization

Key Technologies

TensorFlowPythonEfficientNet-B4CNNOpenCVWebRTCFlaskReact

Impact & Results

  • ✓ Achieved 97.16% accuracy in image authenticity detection
  • ✓ Achieved 98.0% accuracy in audio deepfake detection
  • ✓ Processed 1080p video feeds at 18 FPS in real-time
  • ✓ Handled 300+ concurrent media analysis requests
  • ✓ Trained models on 140k+ diverse media samples

Career Highlights

1

Enterprise-Scale Development

Built production systems serving hundreds of concurrent users with high reliability

2

AI/ML Integration

Implemented GenAI and CNN models achieving 85-98% accuracy in production environments

3

Cloud Architecture

Designed and deployed multi-target cloud-native frameworks on SAP BTP

4

Full Stack Excellence

End-to-end development from React frontends to CAP backends with OData services