← Back to Projects
AI-Powered Workflow Builder
Drag-and-drop automation platform with intelligent code generation and automatic workflow creation.
ReactPythonFastAPINode-based UI
01Drag & drop nodes
02Auto-connect & validate
03Code generation
04Execute & monitor
Overview
Enterprise-grade visual workflow builder that enables teams to create complex AI pipelines without writing code. Features intelligent node connection, automatic code generation, and real-time workflow validation.
The Problem
Evaluation and data workflows lived in scattered scripts and notebooks. Every new multi-step pipeline meant a developer writing glue code, and nobody outside engineering could modify, rerun, or even inspect what a pipeline actually did.
The Approach
- 01Built a node-based visual canvas (React) where pipelines are assembled by dragging and connecting blocks, no code required
- 02Added intelligent auto-connection and real-time validation so invalid flows are caught while building, not at runtime
- 03Designed a Python/FastAPI execution engine that generates and runs code from the visual graph
- 04Shipped a reusable node library covering evaluation, routing, model testing, and data transformation steps
The Outcome
No-codepipeline assembly; visual flows replace handwritten glue scripts
Reusablenode library shared across evaluation and model-testing workflows
Local-firstruns entirely on-prem; sensitive data never leaves the network
Key Features
- ✓Drag-and-drop interface for pipeline creation
- ✓Intelligent code generation from visual flows
- ✓Automatic node connection suggestions
- ✓Support for multi-step evaluation pipelines
Use Cases
- Automated data processing pipelines
- ML model evaluation workflows
- Document processing automation
- API integration orchestration