Open to opportunities

Sivakumar Natarajan

Product Manager

Building AI-enabled products that scale. 13+ years in digital product strategy, with deep focus on AI-enabled products, SaaS platforms, and data-driven roadmap execution.

Chennai, Tamil Nadu, India

13+

Years experience

1M+

MAUs managed

6

Companies

4+

Years in AI/ML products

Core Competencies

Product DiscoveryRoadmap StrategyOKR FrameworksA/B Testing (Convert)LLM Architectures (OpenAI / Claude)RAG PipelinesVector SearchAmazon BedrockSQLPythonGoogle Analytics 4Mixpanel

Selected Work

Featured Projects

All projects

AI-Powered Student Journey Personalisation

Live

LLM-driven personalisation engine for a global education platform serving 1M+ MAUs, using RAG pipelines and vector search to surface contextually relevant content and recommendations.

7% improvement in global conversion rate
Reduced average session-to-intent time by 22%
Deployed across 12 regional markets
LLMRAGVector SearchOpenAIClaude+2

Closed-Loop Student Feedback Ecosystem

Live

Integrated Qualtrics experience data with ServiceNow ITSM to automate support ticket generation from real-time sentiment signals, eliminating manual triage and reducing response latency.

Eliminated manual triage for 80% of negative feedback events
Reduced average response time from 48h to under 4h
Improved student satisfaction scores by 12 points
QualtricsServiceNowITSMNPSAutomation+1

Genesys Cloud CX — Multi-Region Rollout

Live

Led the implementation of Genesys Cloud CX across multiple regions to unify voice and digital student inquiry channels, replacing fragmented legacy systems.

Unified 6 regional contact centre systems into one platform
Reduced average handle time by 18%
Contributed to 7% improvement in global conversion
GenesysOmnichannelCXMulti-regionContact Centre+1