Ngo Kiet
@ngokiet
AI Engineer specializing in LLMs, generative AI, and production MLOps.
What I'm looking for
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
AI Engineer
Unicloud Inc.
Jan 2025 - Present (10 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.
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.
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.
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.
Education
Degrees, certifications, and relevant coursework
FPT University
Bachelor of Software Engineering, Artificial Intelligence
2019 - 2023
Completed a Bachelor of Software Engineering with a major in Artificial Intelligence, focusing on AI, NLP, and computer vision projects.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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