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About the Team & Mission 42dot의 자율주행 VLA 팀은 Vision-Language-Action (VLA) 모델을 통해 차량이 복잡한 도로 상황을 이해하고, 판단을 주행 행동으로 연결하도록 만드는 기술을 개발합니다. 실제 주행 데이터, 모델 학습, closed-loop simulation과 실차 검증을 연결해 모델의 취약점을 발견하고 주행 성능을 지속적으로…
Deep learning engineer on 42dot's Gleo AI team building production text-to-speech (TTS) for in-vehicle voice experiences. Day-to-day work spans optimizing TTS models for on-device/NPU environments (quantization, memory/latency), streaming synthesis, and multilingual/multi-speaker models using LLMs and flow matching, with PyTorch, TensorRT/ONNX, Python/C++ on Linux.
Designs and optimizes reinforcement learning pipelines to train production-ready large language models, focusing on alignment algorithms and reward stability.
About the Team & Mission Gleo AI는 현대차 더 뉴 그랜저에 처음 적용된 LLM 기반 차량용 음성 AI 에이전트입니다. 사용자는 정해진 명령어를 외우지 않아도 차량과 자연스럽게 대화하며 내비게이션, 전화, 웹 검색 기능 등을 제어할 수 있습니다. Gleo는 발화자의 위치, 대화 맥락, 주행 상황을 함께 이해하고, 사용자의 의도를 처리하기 위해 적합한…
Design, generate, evaluate, and improve LLM training data (instruction, preference, reasoning, domain-specific) and build automated synthetic data generation pipelines using Python and LLMs.
Ensures software quality for automotive systems, including IVI, AI services, and App Market, by applying APQP processes, analyzing past issues, and collaborating with Hyundai’s quality teams to prevent defects and meet OEM requirements.
Develops an AI navigation agent that interprets user intent and context to perform complex routing tasks using LLM fine-tuning, traditional ML, and real-world mobility data.
Develops on-device AI agents for software-defined vehicles, orchestrating generative AI models to personalize user interactions and control vehicle features in real time.
Designs and optimizes LLM training pipelines to build production-ready generative language models, focusing on efficiency and quality improvements in pre-training and post-training processes.
Develops and optimizes deep learning models for speech recognition and wake word detection, deploying them on Linux and Android devices for in-vehicle AI applications.
AI Engineer intern at 42dot designing, implementing, and validating camera-based autonomous driving systems and MLOps pipelines, with potential for full-time conversion.
We are looking for the best About Us 42dot is a mobility AI company committed to solving mobility challenges with software and AI. As the Global Software Center of Hyundai Motor Group, 42dot pioneers the future of…
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