Open to opportunities

Ngo Kiet

@ngokiet

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AI Engineer specializing in LLMs, generative AI, and production MLOps.

Vietnam

Message

What I'm looking for

I seek roles building production LLM/generative AI systems with strong MLOps, collaborative teams, and opportunities to scale models and pipelines.

I am an AI engineer focused on building and deploying scalable LLM and generative AI systems with production-grade MLOps. I have designed microservices architectures, integrated AI agents with developer tooling, and optimized inference and pipelines to handle real-world workloads.

My work includes building multi-agent chatbots integrated with Jira/GitLab, sensitive content filtering pipelines for livestreaming, and custom image-generation models processing millions of images on AWS. I prioritize performance, reliability, and continuous model improvement through automated training and CI/CD-driven deployments.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

Unicloud Inc.

Jan 2025 - Present (1 year 5 months)

Led development of a multi-agent project-management chatbot integrated with Jira and GitLab, improving system responsiveness by 50% and enabling real-time merge request analysis. Built a microservices-based sensitive content filtering pipeline handling 5K+ daily requests and implemented an AWS training pipeline for continuous model improvement.

Kubernetes Kafka AWS Microservices OAUTH2 CI CD

AI Engineer

ACworks Co.,Ltd

Jan 2023 - Jan 2025 (2 years)

Developed an intelligent graphic-design assistant using LangChain and RAG, achieving 98% tool-selection accuracy, and led end-to-end image generation model development processing over 1.2M images on AWS. Deployed internal LLM via vLLM to provide real-time code assistance for engineers.

Lang Chain RAG AWS S3 Lambda OpenSearch VLLM Image Generation

Computer Vision Researcher

Vietnam and Korea Institute of Science and Technology

Dec 2021 - Dec 2022 (1 year)

Built a 3D facial recognition dataset for Vietnamese subjects and developed a 3D model reconstruction pipeline from drone imagery, results presented at the institute's annual Science and Technology Conference.

3D Reconstruction Computer Vision Datasets Facial Recognition Research Model Evaluation

Data Engineer Intern

FPT Software

Jul 2021 - Nov 2021 (4 months)

Migrated ETL systems to Microsoft Azure and automated employee performance evaluation using Planner API and BERT-based models to streamline reporting.

Azure ETL BERT Planner API Data Migration Automation Python