Full-Stack Dev & AI Integration
Budget: $250 – $750 SGD
I’m building a product that needs a hands-on full-time developer who can handle both the React + Node.js stack and the first wave of AI functionality. On the front end I already have wireframes; you’ll take them into production, keep the UI snappy in React, and connect everything to a Node.js/Express API.
For data we’re on a classic SQL setup (PostgreSQL at the moment), so you’ll design tables, write efficient queries, and make sure migrations run smoothly.
The AI side is an early-stage requirement: I need working machine-learning model endpoints that plug into the existing backend—think training, basic inference, and returning predictions to the React client. If you’re comfortable wrapping Python-based models behind REST or gRPC and orchestrating them alongside Node services, you’re perfect for the role.
Key deliverables
• Production-ready React components and routing
• Secure Node.js/Express API linked to PostgreSQL
• ML model integration (training script + inference endpoint)
• Deployment scripts or Docker files so I can spin everything up quickly
A clean Git workflow, readable code, and clear commit messages are essential because I’ll be reviewing progress daily. If you thrive in an end-to-end environment and can start right away, let’s talk.
For data we’re on a classic SQL setup (PostgreSQL at the moment), so you’ll design tables, write efficient queries, and make sure migrations run smoothly.
The AI side is an early-stage requirement: I need working machine-learning model endpoints that plug into the existing backend—think training, basic inference, and returning predictions to the React client. If you’re comfortable wrapping Python-based models behind REST or gRPC and orchestrating them alongside Node services, you’re perfect for the role.
Key deliverables
• Production-ready React components and routing
• Secure Node.js/Express API linked to PostgreSQL
• ML model integration (training script + inference endpoint)
• Deployment scripts or Docker files so I can spin everything up quickly
A clean Git workflow, readable code, and clear commit messages are essential because I’ll be reviewing progress daily. If you thrive in an end-to-end environment and can start right away, let’s talk.
Related categories:
Python
NoSQL Couch & Mongo
Node.js
PostgreSQL
Full Stack Development
REST API
AI Model Integration
AI Development