All projects
March 2025
Nexus — AI-Enhanced Contact Management System
GenAIBackend EngineeringCRMReal-Time Systems
- An AI-enhanced CRM for professional networking — automatically matching, deduplicating, and mapping relationships across large contact graphs in real time.
- AWS Bedrock embeddings combined with FAISS similarity search lift contact-matching accuracy 70% over rule-based matching.
- Event-driven microservices via Kafka decouple contact ingestion from downstream enrichment logic; Redis caching accelerates frequently accessed relationship data.
- Sub-3-second network analysis across large contact graphs, validated via load testing, with AI-based deduplication automatically merging duplicate entries.
JavaSpring BootAWS BedrockFAISSKafkaRedis