Experience

Remote

• Selected under CNCF to develop Meshery, a cloud-native multi-mesh management platform for Kubernetes environments.
• Authored 70+ PRs to Layer5 across UI reliability, registry workflows, navigation, Sistent integration, and Playwright E2E coverage.
• Reviewed 130+ PRs across Layer5/Meshery.

Remote

• Merged 18 PRs before GSoC selection (45 ecosystem-wide): Kanvas 11, meshery.io 4, layer5.io 3.
• Shipped cursors, GitOps/collaboration features, program pages, and mobile improvements.

Remote

• Researching LLM reliability and techniques for reducing hallucinations.
• Developing knowledge graph integration techniques to ground LLMs and improve factual accuracy.
• Designing evaluation frameworks for accuracy and scalability with the Indian AI Research Organisation (IAIRO).

Remote · Seattle, USA

• Built landing pages for AltHire, MockMate, and TalentBoost.
• Cut load times by 70% through optimized component architecture.
• Reduced batch API calls from 7×n to ~10 total (98% less network overhead).
• Automated Playwright E2E tests and added AWS SES alerts for interview-agent connection failures.

Onsite · Patiala

• Built DriveSafeAI — an IoT + multimodal AI system for real-time driver fatigue and stress monitoring.
• Integrated computer vision, speech processing, and sensor pipelines for predictive safety signals.
• Used ResNet, DenseNet, MobileNet for visual cues; Wav2Vec2, Whisper, and CNNs for audio classification.

Online

• Solved 150+ computer science questions for students worldwide.
• Maintained a quality check score of 4.01/5.