jyje.online
🇰🇷 한국어 버전은 여기에서 확인할 수 있습니다.
I’m Jeayoung Jeon [전제영], an AI Platform Engineer based in Seoul, South Korea.
I develop and operate an AI platform that supports automotive software development at Hyundai AutoEver. A mid-level developer with 6 years of experience, with the following expertise:
- 🐳 GenAI Development — I can implement and operate GenAI workloads and LLMOps platforms in cloud-native environments.
- 🤝 Team Leading — I can build and lead collaboration, architecture, and platform engineering groups in projects with teams of up to 10 people.
- 🧑🔧 Architecture — I can develop and operate hybrid Kubernetes clusters for high performance, high availability, and GPU optimization.
- 🧑🎓 Technical Knowledge — I leverage experience as a computer vision and automotive research engineer to contribute to LLM, ML, and DevOps decision-making.
I seek challenges across diverse fields including AI harness and platform. If you have a team where I can contribute, feel free to reach out. For more details, please see my Portfolio.
For inquiries or collaboration, please contact me via LinkedIn.
💼 Career Details
1. Organizations & Roles
My focus areas include AI applications, LLM/MLOps platforms, hybrid Kubernetes clusters, and cloud-native AI/ML infrastructure. Previously, I served as an MLOps/DevOps Engineer at MAXST (AR and digital twins), with a research background in computer vision, autonomous driving, and AI.
---
- title: Hyundai AutoEver
img: /assets/img/logos/hae.png
current: true
period: 2025 – Present
subtitle: Lead AI Platform Engineer
description: Agentic AI Development Group Building · Automotive AI Harness Development & Architecture · Knowledge-based & Domain-specific Tool Development · LLM Serving & Optimization
- title: MAXST Co., Ltd.
img: /assets/img/logos/maxst.png
period: 2021 – 2024
subtitle: Lead MLOps / DevOps Engineer
description: MLOps & LLMOps · Hybrid Clusters (AWS EKS + On-Premise) · Digital Twins
- title: POSTECH (Pohang Univ. of Science & Technology)
img: /assets/img/logos/postech.png
period: 2012 – 2020
subtitle: Ph.D. Integrated, Electrical Engineering
description: Computer Vision · Autonomous ADAS · Visual-SLAM & SfM · FPGA
- title: Kumoh National Institute of Technology
img: /assets/img/logos/kit.png
period: 2008 – 2012
subtitle: B.S. Electronic Communication Engineering
description: GPA 4.3/4.5 · Communications & DSP · LED Visible Light Thesis
---
2. Career by Expertise
---
phases:
- id: 1
label: Academic Foundation
label_ko: 학술 역량
- id: 2
label: Applied Research
label_ko: 응용 연구
- id: 3
label: Field Engineering
label_ko: 엔지니어링 실무
- id: 4
label: Current
label_ko: 현재
items:
- label: Comm. & DSP
from: 2008
to: 2018
phase: 1
skills: Signal Processing · Analog/Digital Comms · MATLAB
- label: Machine Learning
from: 2008
to: 2022
phase: 1
skills: Regression · Classification · Deep Learning
- label: Computer Vision
from: 2012
to: 2020
phase: 1
skills: Image Processing · CNN · Object Detection
- label: FPGA & ADAS
from: 2012
to: 2018
phase: 2
skills: Parallel Computing · SoC · VHDL · Real-time
- label: Autonomous Driving
from: 2012
to: 2020
phase: 2
skills: SLAM · Path Planning · Sensor Fusion
- label: Visual-SLAM & SfM
from: 2018
to: 2024
phase: 2
skills: 3D Reconstruction · Mapping · Localization
- label: Digital Twins & AR
from: 2018
to: 2024
phase: 2
skills: AR Platform · Scene Understanding · SDK
- label: MLOps & DevOps
from: 2021
to: 2026
phase: 3
skills: CI/CD · Kubernetes · Model Deployment
- label: Hybrid Clusters
from: 2022
to: 2026
phase: 3
skills: AWS EKS · On-Premise · GitOps · IaC
- label: ML API & Pipelines
from: 2023
to: 2026
phase: 3
skills: Data Pipelines · RAG · LLMOps · Vector DB
- label: AI Platforms
from: 2025
to: 2026
phase: 4
skills: Agentic AI · MCP · LLM Serving & Optimization
---
3. About This Site
This site is my professional profile page. It contains career documents such as Résumé and Portfolio, Posts covering technical topics and experience, and records of Certifications.
