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5 end-to-end projects spanning AI reporting, multi-agent analytics, insurance BI, and growth funnel systems.

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AI Reporting Framework

Agentic + GenAI · LangChain · RAG

AXA XL

Standardised executive reporting using LangChain-powered agentic workflows, RAG over a VectorDB knowledge base, and reusable insight templates — reducing manual reporting overhead by ~40%.

Highlights

Reduced manual report-generation effort by approximately 40%.
Improved narrative consistency and governance across all executive dashboards.
GenAILangChainRAGOpenAI APIVectorDBAgentsAXA XL

Natural Language → Multi-Agent Analytics

Funnel Analysis + Diagnostic Agent · LangGraph

AXA XL

Built a LangGraph-orchestrated multi-agent system that routes plain English questions to specialised analytics agents — a Funnel Analysis agent and a Diagnostic RCA agent — powered by LLMs via the OpenAI API.

Highlights

Reduced time-to-insight for ad hoc funnel and diagnostic questions.
Enabled non-technical stakeholders to get structured funnel diagnostics without writing SQL.
LangGraphLangChainLLMsOpenAI APIMulti-AgentFunnelAXA XL

Insurance Claims Analytics Dashboard

Premium, Retention, Growth & Revenue

AXA XL

Built the single source of truth for claims performance, premium trends, and portfolio health — improving underwriting accuracy by 15% and powering weekly executive reviews.

Highlights

Improved pricing and underwriting accuracy by 15% through better portfolio data visibility.
Reduced time-to-decision for portfolio managers on risk and growth calls.
DashboardsBISQLGrowthAXA XL

Referral Program Analytics

Attribution & Growth Optimisation

Ola Electric

Built end-to-end referral analytics — attribution tracking, funnel drop-off analysis, and cohort quality scoring — driving 20% increase in customer acquisition and 5% revenue uplift within 3 months.

Highlights

Referral program drove 20% increase in customer acquisition.
Delivered 5% revenue uplift within 3 months of optimisation.
GrowthFunnelAttributionOla Electric

Control Tower — Lead Funnel Management

Operational Analytics for Growth

Ola Electric

Designed the end-to-end lead funnel visibility system — stage conversion tracking, leakage detection, and daily decision dashboards — achieving 15% lead efficiency gain and 10% reduction in CAC.

Highlights

Achieved 15% higher lead efficiency through stage-wise conversion optimisation.
Reduced Customer Acquisition Cost (CAC) by 10%.
FunnelGrowthOperationsDashboardsOla Electric