AI/ML & Generative AI Solutions Architect
Agentic AI, RAG & Enterprise Cloud Architecture · Singapore
Technical architect with 20+ years of experience architecting and delivering secure, scalable enterprise platforms, now specializing in AI/ML and generative AI: agentic AI, RAG, intelligent document processing and AWS cloud architecture.
Zapscloud, Singapore
Architected the ZapsDocs product, combining OCR extraction with LLM-based processing to turn unstructured documents into structured, schema-conformant data with LLM-driven document classification. Designed a cost-effective architecture for independent per-client AWS deployments.
Innova8s, Australia
Two-stage computer-vision pipeline for poultry and livestock precision agriculture: YOLO object detection to localize animals and regions of interest, then ResNet classification for disease detection, weight estimation and breed identification. Models trained, tested and integrated into production mobile and web apps from IoT and CCTV data.
KaalaLagna.ai, Singapore
LLM-based Q&A pipelines with tool calling, conversational memory and RAG over a predictions knowledge base, delivering readings natively in Tamil, Hindi, Telugu, Malayalam and English, with credit-based usage billing.