Building AI Products that Improve Conversion, Revenue & Shopper Experience
Data Scientist specializing in AI-driven E-commerce Optimization, Experimentation, and Customer Behavior Analytics. Experienced in building Machine Learning, Statistical, NLP, and Generative AI solutions that improve conversion rates, shopper engagement, and revenue performance.
23%
Conversion Rate Lift30%
Revenue Per Session Lift$500K+
Average Monthly Incremental Revenue85+
E-commerce Clients SupportedAbout
I design end-to-end AI and analytics products for ecommerce growth teams. My work connects customer behavior data, experimentation, statistical modeling, machine learning and GenAI into systems that help CRO, product, marketing and leadership teams identify revenue opportunities and act faster.
AI Products
🧠 Frustrated Shopper Intelligence Engine
An AI-powered behavioral decision engine that analyzes 200+ customer signals including browsing behavior, previous visits, referral source, browser, engagement and shopping patterns to predict abandonment probability in real time.
- Real-time abandonment prediction
- High-conversion shopper qualification
- Behavioral friction detection
- Optimal intervention timing
- Personalized nudges
- Validated using experimentation
- 23% Conversion Rate Lift
- 30% Revenue Per Session Lift
- $500K+ average monthly incremental revenue across 85+ clients
- 90% client success rate
- 80+ e-commerce deployments
📊 Commerce Health Intelligence Platform
Custom AI analytics platform using KDE-based drift detection to compare current behavior against historical baselines, identify root causes, quantify missed revenue opportunities, forecast future performance and recommend business actions.
- Custom KDE drift detection
- Root cause analysis
- Revenue opportunity estimation
- Seasonality & forecasting
- Interactive visualizations
🤖 E-commerce Jarvis
Internal GenAI assistant that unifies analytics, drift insights, trends, page-level conversion metrics, client communication and historical knowledge into a conversational business intelligence platform.
- Natural language analytics
- CR, AOV & RPS insights
- Trend explanations
- Client history & recommendations
- Business Q&A
🛡 Customer Journey Protection Engine
Machine Learning system that detects malicious URLs, suspicious scripts and customer hijacking attempts to reduce shopper distractions and protect the buying journey.
- Malicious URL detection
- Suspicious script classification
- Customer hijacking detection
- Website health monitoring
- Real-time risk scoring
- Reduced customer distraction
Core Strengths
Ecommerce CRO & Experimentation
Conversion funnel analysis, A/B testing, uplift measurement, CR, AOV and RPS optimization.
Customer Behavior Data Science
Predictive modeling, abandonment risk scoring, segmentation, drift detection and revenue opportunity analysis.
Professional Journey
Let's Build Intelligent Commerce
Open to Ecommerce CRO, Ecommerce Data Scientist, Product Data Scientist and Customer Analytics opportunities focused on conversion, experimentation and revenue growth.