Search & Recommendations
Enterprise Platform Architecture & Machine Learning
Driving business growth through intelligent search experiences, ML-powered recommendations, and data-driven optimization at enterprise scale
Core Expertise
Enterprise search platform leadership and machine learning implementation
Machine Learning & AI
Intelligent recommendation engines
Designed and implemented ML-powered recommendation systems, personalization algorithms, and intelligent content delivery platforms driving measurable conversion improvements.
Search Platform Architecture
Enterprise-scale search systems
Architected comprehensive search platforms handling millions of queries, with advanced faceting, real-time indexing, and optimized query performance at scale.
Data Optimization
Analytics-driven improvements
Led data pipeline optimization, click-through analytics, and performance monitoring systems that provided actionable insights for continuous platform enhancement.
Technical Leadership
Cross-functional team coordination
Managed complex technical projects across development, QA, and business teams, ensuring seamless integration and delivery of search platform enhancements.
Featured Implementations
Strategic projects driving measurable business impact
Intelligent Recommendation Systems
ML-powered personalization at scale
Architected sophisticated recommendation engines using collaborative filtering and content-based algorithms, delivering personalized user experiences that increased engagement and conversion rates.
- Frequently Bought Together (FBT) optimization with attribute pre-selection
- Location-based recommendation enhancement using comprehensive geo-data
- Homepage carousel personalization with safety filtering
- Cross-platform recommendation consistency across web and mobile
Advanced Analytics & Optimization
Data-driven performance enhancement
Implemented comprehensive analytics frameworks capturing user behavior, search patterns, and conversion funnels to drive continuous optimization and strategic decision-making.
- Real-time click tracking and event collection standardization
- Search query analytics with performance optimization insights
- A/B testing frameworks for recommendation algorithm validation
- Conversion funnel analysis and bottleneck identification
Enterprise Platform Development
Scalable search infrastructure
Led development of robust search platform infrastructure supporting millions of daily queries with advanced features including server-side rendering, security compliance, and multi-environment deployment.
- React-based search interface with SSR for SEO optimization
- Multi-environment deployment pipeline with automated testing
- API security management and key rotation protocols
- Enterprise-grade monitoring and health check systems
Performance & Security Optimization
Enterprise-grade reliability and compliance
Orchestrated comprehensive performance improvements and security enhancements, ensuring platform scalability while maintaining strict enterprise compliance standards.
- Query response time optimization reducing latency by 40%
- Security vulnerability remediation and platform upgrades
- Content safety filtering for compliance requirements
- Retry logic implementation for data reliability
Technology Expertise
Enterprise search platform technologies and frameworks
Measurable Business Impact
Quantifiable outcomes from search and recommendations optimization