Cross-Platform Product Monitoring

Image-recognition automation framework that matches Snapdeal products across competing e-commerce platforms, achieving 85% match coverage and surfacing pricing gaps at scale.

Hybrid Lexical-Semantic Search

Integrated semantic retrieval into Snapdeal's lexical search pipeline, lifting MRR from 0.39 to 0.63 and NDCG from 0.48 to 0.72.

Name-Based Demographic Predictor

CLI tool that predicts customer gender and religion from name with 92% accuracy, integrated into recommendation and marketing pipelines for cold-start personalization.

Advanced Recommendation Engine

Dual recommender systems combining collaborative filtering and graph embeddings, serving 2M+ monthly active users with 20% engagement lift.

ML Infrastructure Pipeline

End-to-end MLOps platform on AWS EKS with Terraform infrastructure-as-code and Argo CD GitOps, achieving 99.9% uptime and 50% faster deployments.

Intelligent Search System

Semantic search powered by Hugging Face transformers and LangChain with Elasticsearch as a vector database, handling 100K+ daily queries with 40% fewer irrelevant results.