Projects by Aditya Sinha

Applied AI, machine-learning, and analytics work that shipped to production and moved revenue.

AI-Driven Dynamic Pricing Engine

Built an in-house dynamic pricing system from scratch — no third-party vendor — combining pricing science with data models. Cut discount dependency by 35% and expanded contribution margin (CM2) by 25% without trading off volume.

Applied AIPricing SciencePythonRevenue

ML-Driven Inventory Placement

Redesigned multi-warehouse inventory placement using machine-learning guardrails, cutting shipment splits by 75% and saving ₹13Cr per month in logistics costs with zero additional headcount.

Machine LearningOperationsSupply Chain

In-House LLM Customer Support Agents

Designed and rolled out in-house AI-powered (LLM) customer service agents that lifted NPS by 14% while improving service turnaround and containing support cost.

LLMGenerative AINLPCX

AI Creative Intelligence Layer

Led a cross-functional team at Careem to architect an AI-led creative intelligence layer — automated pipelines that benchmark competitor ads and surface actionable data insights for growth.

Applied AIAutomationGrowth

Marketing Incrementality Testing

Designed incrementality A/B tests across TikTok, Meta, and Google to measure true marketing lift, identifying a potential annualized burn reduction of USD 100,000.

ExperimentationA/B TestingAnalytics

Executive Analytics & KPI Suite

Delivered 40+ custom dashboards across revenue, user, social, and product analytics, giving leadership real-time visibility and a single source of truth for decision-making.

Data AnalyticsSQLBI Dashboards

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