杭

杭州天宽科技有限公司 Tech Stack

AI infrastructure and custom operator development on heterogeneous compute

Environmental Services 杭州市, 浙江省 ~37 employees

Tiankuan operates at the intersection of AI frameworks and hardware acceleration, with a tech stack spanning TensorFlow, PyTorch, MindSpore, CUDA, and ARM—suggesting active work on multi-platform model training and inference. The project list (training script migration, custom operator implementation, Ascend solution development) and pain-point focus on precision issues and compute expansion metrics indicate they're building or optimizing inference solutions for non-NVIDIA hardware, likely targeting Chinese cloud platforms (Huawei Cloud, Dameng, GaussDB). A balanced engineering-to-sales ratio (6:6) paired with active legal and HR hiring signals they're transitioning from technical development toward commercialization and structuring.

Tech Stack 34 technologies

Core StackTensorFlow PyTorch Docker Linux C++ Python Adobe Photoshop MySQL Oracle PostgreSQL AWS RDS Java Hadoop Apache Spark Axure RP MindSpore CUDA GPU Microsoft Office PowerPoint NVIDIA Huawei Cloud GaussDB Bash C openGauss Dameng JMeter ARM SQL+4 more

What 杭州天宽科技有限公司 Is Building

◆Challenges

M&a and asset restructuring
Company ipo
Precision issues
Timely payment
Ai product market expansion
Government project approvals
Expanding compute market
Achieving compute expansion metrics
Contract signing
Company financing and listing

▲Active Projects

Training script migration and custom operator implementation
Sample code development for ai applications
Ascend solution development and migration
Ai product market expansion
Customized sales proposal development
Compute expansion and ecosystem construction
Customized product sales solutions
Company financing and listing support
M&a transaction support
Contract drafting and negotiation

Hiring Activity

Minimal25 roles · 0 in 30d

Department

Engineering

Sales

Legal

Ops

Marketing

Product

Research

Seniority

Mid

Manager

Director

Senior

Notable leadership hires: Human Resources Director, R&D Director, Administrative Director

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About 杭州天宽科技有限公司

Tiankuan develops AI infrastructure and custom compute solutions, with particular focus on heterogeneous hardware support and framework optimization. The company operates in China with ~37 employees distributed across engineering, sales, legal, operations, and product teams. Their technology stack emphasizes multiple deep-learning frameworks (TensorFlow, PyTorch, MindSpore) and compute acceleration (CUDA, ARM, GPU), paired with enterprise data-persistence tools (MySQL, Oracle, PostgreSQL, Dameng, openGauss), indicating they serve both AI development teams and data-infrastructure buyers. Current project velocity centers on Ascend platform integration, custom operator implementation, and market expansion for AI products. Recent hiring emphasis on director-level roles in R&D, HR, and administration suggests organizational scaling around formal governance and strategic hiring.

Headquarters杭州市, 浙江省

Company Size~37 employees

Hiring MarketsChina

Frequently Asked Questions

What AI frameworks and hardware does Tiankuan support?

Tiankuan's stack includes TensorFlow, PyTorch, and MindSpore for model training, with CUDA and ARM acceleration. They are actively developing Ascend solutions, indicating support for Huawei's AI chip ecosystem.

What databases does Tiankuan's platform integrate with?

Tiankuan supports MySQL, Oracle, PostgreSQL, Dameng, openGauss, and AWS RDS, indicating compatibility with both open-source and proprietary enterprise databases across Chinese and global cloud providers.