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kiet ngo

@kietngo

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AI Engineer specializing in LLMs, Generative AI, and cloud MLOps.

Vietnam

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What I'm looking for

I am seeking roles where I can build scalable AI systems (LLMs, generative models, MLOps) in collaborative teams with strong engineering practices and cloud infrastructure.

I am an AI Engineer focused on LLMs, Generative AI, and cloud-based MLOps, with experience designing and deploying scalable production systems using LangChain, vLLM, Kubernetes, and AWS. I have led projects including multi-agent chatbots integrated with Jira/GitLab, sensitive content filtering for livestreaming, and custom image-generation pipelines processing over 1.2M images.

I build end-to-end solutions that combine model development, scalable inference, and CI/CD deployment to deliver real-world impact — improving responsiveness, boosting inference throughput, and enabling real-time code assistance for engineering teams. I enjoy exploring emerging AI technologies and applying them to solve practical problems at scale.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

Unicloud Inc.

Jan 2025 - Present (1 year)

Led development of multi-agent project-management chatbot integrated with Jira and GitLab, improving system responsiveness by 50% and optimizing LLMs for long-context code reviews and real-time merge request analysis. Built a microservices-based sensitive content filtering pipeline deployed on Kubernetes and Kafka handling 5K+ daily requests with an AWS training pipeline for continuous model impro

Kubernetes Kafka AWS Microservices CI CD OAUTH2

AI Engineer

ACworks Co.,Ltd

Jan 2023 - Jan 2025 (2 years)

Developed an intelligent graphic-design assistant using LangChain, RAG and classification models (98% tool selection accuracy) and led custom image-generation model pipelines processing 1.2M+ images on AWS; deployed internal LLM via vLLM for real-time code assistance.

Lang Chain RAG VLLM AWS Image Generation OpenSearch S3 Lambda

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, presented results at the institute's annual Science and Technology Conference.

Computer Vision 3D Reconstruction Research

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 models to improve evaluation efficiency.

Azure ETL BERT Planner API Data Engineering Automation

Education

Degrees, certifications, and relevant coursework

FPT University

Bachelor of Software Engineering, Artificial Intelligence

2019 - 2023

Activities and societies: Final thesis on subtitle generation system; participated in IoT contest winning first prize for an automatic door project.

Bachelor of Software Engineering with a major in Artificial Intelligence completed in 2023, covering software engineering and AI-related coursework and projects.