I’m Jeremy Sigamony, an AI Engineer based in Islamabad, focused on building practical, production-ready generative AI and agentic voice solutions. I enjoy turning complex workflows into reliable systems—whether it’s automating end-to-end booking and ordering over voice, or making RAG and semantic search fast and accurate using strong retrieval pipelines.
Across my work, I’ve shipped multi-agent architectures with LangChain/LangGraph, migrated and optimized vector search for hybrid retrieval, and refactored AI generation pipelines into clean microservices with webhook-driven orchestration. I’m passionate about MLOps, backend systems, and conversational AI—always aiming for measurable improvements like lower latency, better response quality, and higher conversion.
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