echoloc
Get started
echoloc/ Companies/ 国机智能技术研究院有限公司

国机智能技术研究院有限公司 Tech Stack

AI-powered robotics and smart factory automation from China's machinery innovation institute

北京, 北京 11–50 employees
sinomiti.com LinkedIn

国机智能 spun out from China National Machinery Group's central research lab to commercialize intelligent manufacturing. The tech stack reveals a dual focus: classical big-data infrastructure (Hadoop, Spark, Flink, Hive) for factory operations alongside modern LLM tooling (ChatGLM, Langchain, TensorFlow, PyTorch, MindSpore). Active projects—RAG systems, large model fine-tuning, real-time inference, cost optimization—signal a pivot toward embedding AI agents into factory automation workflows. Persistent work on model hallucination and inference speed indicates they're solving real production constraints, not experimenting at the margins.

Tech Stack 30 technologies

Core StackRevit Langchain Python Apache Flink Apache Spark Hadoop Elasticsearch Kubernetes MySQL SQL Server MongoDB Redis RabbitMQ Kafka PHP C++ TensorFlow PyTorch iOS Android Windows ChatGLM HBase Hive YARN Bash MindSpore

What 国机智能技术研究院有限公司 Is Building

◆Challenges

  • Reducing model hallucination
  • Improving model safety
  • Enhancing real-time inference
  • Reducing deployment cost
  • Improving inference speed
  • Solving hallucination issues

▲Active Projects

  • Model optimization and deployment
  • Rag and agent system
  • Large model development
  • Distributed data warehouse platform
  • Real-time data processing platform
  • Data service platform
  • Domain-specific model fine-tuning
  • Intelligent application development

Hiring Activity

Minimal9 roles · 0 in 30d

Department

Engineering
5
Data
1
Marketing
1
Security
1
Support
1

Seniority

Mid
4
Junior
2
Senior
2
Director
1

Notable leadership hires: Market Director

Company intelligence

Find more companies like 国机智能技术研究院有限公司 by tech stack, pain points and active projects

Get started free

About 国机智能技术研究院有限公司

国机智能 develops end-to-end solutions for robotics deployment and smart factory operations. Rooted in applied research, the company delivers platform technology, hardware-software integration, and manufacturing execution systems tailored to discrete and process industries. The engineering-led hiring mix (5 engineers, 1 data scientist, 1 security hire) and eight active projects spanning distributed data warehousing, real-time processing, and LLM optimization reflect a company scaling toward integrated AI + factory automation. All hiring activity is domestic, based in Beijing.

Headquarters北京, 北京
Company Size11–50 employees
Hiring MarketsChina

Frequently Asked Questions

What tech stack does 国机智能 use?

Distributed compute: Hadoop, Spark, Flink, YARN, Hive. Data stores: MySQL, MongoDB, HBase, Redis. Messaging: Kafka, RabbitMQ. Search: Elasticsearch. AI/ML: ChatGLM, Langchain, TensorFlow, PyTorch, MindSpore. Mobile & desktop: iOS, Android, Windows. Infrastructure: Kubernetes.

What is 国机智能 working on?

RAG and agent systems, large model fine-tuning, real-time data processing, distributed data warehouses, intelligent application development, and model optimization for production deployment. Focus areas: reducing hallucination, improving inference speed and safety, lowering deployment costs.