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Builds and scales a university-focused portal backend using Node.js/TypeScript on AWS, optimizing for high traffic and data pipelines while collaborating with product teams.
Builds and operates scalable backend services for AI-driven personalized nutrition and wellness products in a Seoul-based healthtech startup, integrating IoT devices and cloud infrastructure.
Develops AI models and services for healthcare IT using large language models (LLMs) and deep learning frameworks like HuggingFace and PyTorch.
Researches and develops cutting-edge AI models for CAD/CAE/optimization tasks to enhance a generative AI design platform, focusing on 3D/2D/1D data and agentic AI systems.
AI Solution Engineer solves real-world engineering design problems for manufacturing clients using the company's AslanX generative AI platform, iterating solutions based on field feedback.
Develops and deploys LLM and VLM-based AI services for industrial domains like defense, manufacturing, and public sectors, focusing on fine-tuning, RAG, and AI agents in on-premise or closed-network environments.
Designs, builds, and operates GPU clusters (on-prem and cloud) for AI/ML workloads, focusing on scheduling, scaling, cost optimization, and reliability in a Kubernetes-heavy DevOps environment.
Leads the design and implementation of AI/ML platform architecture, DevOps practices, and CI/CD pipelines for an education-focused company, while mentoring engineers and establishing security and compliance standards.
Designs and implements Azure cloud solutions for enterprise clients, migrating infrastructure and optimizing costs while ensuring security and scalability.
Designs and maintains the ecommerce website and digital brand content for a Korean anti-aging cosmetics brand, focusing on UI/UX and brand consistency using Figma and Adobe tools.
Senior data scientist at a Korean fintech startup building NLP and predictive models from non-financial data to assess corporate growth and risk for public and financial institutions.
Field Engineer installs, calibrates, and maintains LiDAR-based smart infrastructure systems onsite, troubleshooting hardware/software issues and collecting sensor data for AI-driven solutions in public and industrial environments.
Builds and optimizes a distributed inference framework for AI workloads, focusing on intelligent routing, auto-scaling, and observability in a Kubernetes-native environment using Go, Python, or Rust.
Builds and runs large-scale LLM training systems in production, focusing on reinforcement learning, reasoning, code generation, and synthetic data pipelines using PyTorch, CUDA, and DeepSpeed.
Data Analyst at a Seoul-based AI startup that turns CCTV footage into retail insights using deep learning; builds dashboards and reports for major Korean and global chains.
DevOps Engineer builds and maintains Kubernetes-based platforms, CI/CD pipelines, and cloud infrastructure to improve developer productivity and system reliability for a Korean telecom comparison platform.
Manages automotive cybersecurity projects for a navigation platform, ensuring compliance with ISO/SAE 21434 and addressing software vulnerabilities in vehicle systems.
Designs AI-powered marketing creatives for a global K-beauty brand, overseeing short-form videos, ads, and product pages to drive conversions using tools like Nano Banana and Runway.
Product Manager at a sound AI company building industrial products that detect equipment anomalies in factories using edge devices, cloud, and AI models.
Designs onboarding and activation flows for an AI chat app to convert and retain global users, using data-driven A/B testing and cross-team collaboration.
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