JohnKNL
Technologies Ltd.
Innovating the Future | 2026
High-Performance Infrastructure
MLOps optimization, distributed systems, and enterprise-grade scaling solutions.
Tech Stack
Infrastructure
- Kubernetes
- Docker
- Terraform
- AWS/GCP/Azure
ML/AI Systems
- PyTorch
- ROCm
- Triton
- Ray
- vLLM
Databases
- PostgreSQL
- Redis
- DynamoDB
- Elasticsearch
Languages
- Python
- Java
- Ruby
- TypeScript
Our Approach
We leverage cutting-edge technologies to solve the hardest infrastructure problems. Every technology choice is driven by measurable performance metrics and production reliability requirements.
About JohnKNL Technologies
We specialize in building fault-tolerant, high-performance systems for enterprises that demand reliability and speed.
Our expertise spans MLOps infrastructure, distributed systems, and cloud-native architecture optimization.
We don't build wrappers—we engineer solutions that deliver 100x performance improvements.
Performance Improvement Goal
Availability Target
Enterprise Support
Cold Start Target
Project
Inquiry
[SYSTEM_REQUIREMENTS]
- 01High-availability infrastructure needs.
- 02MLOps bottleneck or inference latency issues.
- 03Enterprise-grade scaling requirements.
* Note: JohnKNL Technologies optimizes for 100x performance. Generic "wrappers" need not apply.