Technical experts from China's three major operators and leading telecom equipment vendors. Deep understanding of 5G/6G network architecture, IoT protocols, and edge computing, providing network optimization, signaling analysis, and IoT data annotations.
The Langhui telecommunications expert team composition and core advantages
朗慧通信技术领域专家团队以985高校通信/电子硕博及头部通信企业资深工程师为核心，覆盖无线通信、光通信、卫星通信、网络协议等方向。朗慧坚持通信标准研发经验硬门槛，确保专家具备协议级分析能力。
专家团队深度理解中国5G商用部署格局、IMT-2030(6G)推进组研发布局、北斗卫星导航系统等国家通信战略。在3GPP协议栈分析、信号处理算法评估、网络切片设计标注等任务中，朗慧专家凭借标准研发一线经验提供专业级数据。
覆盖任务包括5G NR物理层参数标注、MIMO波束赋形方案评估、OFDM信号质量分析、光网络OTN帧结构标注等。每份标注通过3轮专业审核——履历验证、通信知识笔试、协议分析答辩，确保标注对标通信标准工程师水平。
End-to-end annotation services for telecommunications AI
Network coverage data annotation, handover parameter optimization, QoS evaluation
MQTT/CoAP protocol analysis, device compatibility evaluation, gateway configuration review
Vulnerability assessment annotation, penetration test result analysis, security policy review
SIP/Diameter signaling data annotation, call flow analysis, fault diagnosis evaluation
3GPP/ITU standard compliance annotation, specification interpretation, interoperability assessment
MEC deployment scheme evaluation, latency optimization annotation, compute offloading assessment
In-depth data services for telecommunications LLM pretraining
Telecommunications knowledge graph, network protocol Q&A generation, fault diagnosis reasoning annotation
Network anomaly detection data annotation, failure mode classification, predictive maintenance assessment
Sensor data quality annotation, device telemetry interpretation, connectivity pattern analysis
Network element relationship annotation, protocol stack knowledge base, standard specification ontology
Core value delivered by Langhui's telecommunications expert team
Experts from China's three major operators and leading telecom equipment manufacturers
Three-round telecom review ensuring network and signaling annotation quality
Wireless / Core Network / Transmission / IoT
Deep coverage of 5G/6G standards, IoT protocols, and edge computing
Strict expert admission criteria ensure professional quality
Telecommunications, electronic engineering, computer science or related fields
2+ years at major telecom operators or equipment manufacturers
Wireless network planning, optimization, or core network configuration experience
IoT protocol development, device management, or smart city project experience
Proficient in SIP, Diameter, MQTT, or other telecom/data protocols
Confirmation and initiation within 2 hours of task assignment
Langhui's differentiated advantages in telecommunications data annotation
Standardized process from requirements to high-quality delivery
Deep understanding of project needs, customized annotation plan
Precisely matched domain experts based on task type
Expert team delivers annotations with full quality monitoring
Three-round quality review before delivery
Are you a telecommunications professional? Join Langhui's certified expert network to advance AI with your expertise.