Online Feature Store
High-performance, production-ready feature serving for real-time ML inference
High-Performance Feature Store
Sub-10ms P99 latency and 1M+ RPS capacity. Built for real-time ML inference with custom PSDB serialization format that outperforms Protocol Buffers and Apache Arrow.
Production-Ready ML Infrastructure
Multi-database backends (Scylla, Dragonfly, Redis), comprehensive monitoring, and enterprise-grade features. Deploy with confidence using battle-tested components.
Developer-First Experience
Multi-language SDKs (Go, Python), gRPC APIs, and extensive documentation. From data scientists, ML engineers to backend engineers, everyone gets tools they love.
Built for India's Scale
BharatMLStack is a comprehensive, production-ready machine learning infrastructure platform designed to democratize ML capabilities across India and beyond. Our mission is to provide a robust, scalable, and accessible ML stack that empowers organizations to build, deploy, and manage machine learning solutions at massive scale.
Explore Online Feature Store →🏆 Key Achievements
- ✅ Sub-10ms P99 latency for real-time inference
- ✅ 1M+ RPS tested with 100 IDs per request
- ✅ PSDB format outperforms Proto3 & Arrow
- ✅ Multi-database: Scylla, Dragonfly, Redis
- ✅ Production-ready with comprehensive monitoring
Trufflebox UI
Modern, feature-rich UI framework for comprehensive MLOps management
Feature Catalog & Management
Comprehensive feature catalog with metadata management, versioning, and governance. Organize and discover features across your ML platform with ease.
User Management & Admin Ops
Role-based access control, user authentication, and administrative operations. Secure your ML platform with enterprise-grade user management capabilities.
Modern UI Framework
Intuitive, responsive web interface built with modern web technologies. Streamline MLOps workflows with beautiful and functional user experiences.
Modern MLOps Management
Trufflebox UI provides a comprehensive, modern web interface for managing your entire ML infrastructure. Built with cutting-edge web technologies, it delivers an intuitive experience for feature management, user administration, and operational oversight. Streamline your MLOps workflows with enterprise-grade UI components.
Explore Trufflebox UI →🎨 UI Features
- ✅ Comprehensive feature catalog & discovery
- ✅ Role-based access control & user management
- ✅ Job, Store, Admin Ops management
- ✅ Approval flow for everything
- ✅ Responsive design for desktop & mobile
SDKs
Developer-friendly client libraries and APIs for seamless platform integration
Multi-Language Support
Native SDKs for Go and Python with idiomatic APIs. Choose the language that fits your team's expertise and existing infrastructure.
gRPC & REST APIs
High-performance gRPC clients and REST APIs for seamless integration. Built-in support for streaming, batching, and async operations.
Spark Integration
Native Apache Spark integration for batch feature processing and ingestion. Scale your feature engineering workflows with distributed computing power.
Developer-First Integration
Our SDKs are designed with developers in mind, providing idiomatic APIs for Go and Python that feel natural in your existing codebase. Whether you're building microservices, data pipelines, or ML applications, our SDKs provide the tools you need for seamless integration with BharatMLStack's powerful infrastructure.
Explore SDKs →🛠️ Developer Tools
- ✅ Native Go & Python SDKs with type safety
- ✅ High-performance gRPC
- ✅ Apache Spark integration for publishing features