Shiva - Experience

Reduced jewelry design turnaround from days to minutes by building AI agent workflows using Vercel AI SDK with observability via Langfuse.
Built an interactive jewelry design canvas using React + XYFlow enabling credit-gated editing and real-time agent-driven design iteration.
Developed a Redis queue pipeline generating 70+ product images per client batch in under 5 minutes.
Built a multimodal inventory search enabling queries by image or text, both vectorized and ranked against a Milvus DB via cosine similarity with AI image tagging to enrich retrieval. Achieved sub-1.5s search across 25,000+ images using gemini-embedding-2-preview and a semantic reranker.
Built a RAG-based persistent memory system using user-scoped vector embeddings in Milvus to continuously learn and refine personalized jewelry design preferences across sessions. Optimized ANN-based embedding retrieval to sub-80ms latency
Used General Translation to ship multilingual app experiences for international clients.
Improved reliability and performance across microservices deployed with Docker, Firebase, and GCP.
Deployed multiple services on Cloud Run with end-to-end CI/CD pipelines managed via Coolify.