Open to opportunities

Bell Kirato

@bellkirato

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I build production AI systems using LLMs, agentic workflows, RAG, and computer vision.

Vietnam

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What I'm looking for

I'm looking to lead and deliver production AI systems involving LLMs, agentic workflows, RAG, computer vision, and MLOps, with opportunities to solve business problems, mentor engineers, and collaborate directly with international stakeholders.

I've led production AI delivery at CMC Global, building LLM chatbots, agentic AI systems, and computer vision solutions while presenting architecture and delivery plans directly to international clients.

For Bolt IQ, I engineered a real-time Hybrid-RAG and Text-to-SQL platform on Azure, achieving 100% SQL accuracy and improving answer accuracy by 24%. I also reduced vector query time from approximately five seconds to 0.6 seconds through HNSW indexing.

I've built multi-agent automation and security operations platforms with LangChain, Google ADK, MCP, RAG, fine-tuned Llama models, and cloud-native MLOps. My work has reduced manual reporting effort by 90% and data-collection effort by 75%.

Experience

Work history, roles, and key accomplishments

Current

AI Technical Leader

Current

CMC Global

Jul 2025 - Present (1 year 1 month)

Currently the revenue generator, top productive and top performer member of the entire AI Delivery Unit. Participating in out-sourcing projects involving LLM Chatbots, Agentic AI System and Computer Vision.

LLM Agentic AI Computer Vision Project Management Code Review Deployment Client Communication

Education

Degrees, certifications, and relevant coursework

University of Limoges

Master of Science, Information Security

2022 - 2024

Grade: 15.6/20

Pursued a Master's degree in Information Security at the University of Limoges, graduating with a GPA of 15.6/20 and ranking first in a class of 24 students.