AI MVP DevelopmentJake Henshall
I build production-ready AI MVPs that actually ship. From backend logic and API layers to front-end prototypes and automation workflows, I handle the technical glue so you can focus on product vision. Expect clean architecture, clear handover, and a setup built to scale — not just demo.
What's included
Middleware / API Layer
Scalable API or middleware layer connecting your front end and backend services. Includes structured endpoints, validation, error handling, and rate-limit protection.
AI / Automation Integration
Custom integration of AI or automation tools (OpenAI, Claude, LangChain, n8n) built around your project’s logic and workflows.
Auth & Data Persistence
Secure user authentication and database setup with clean data models, session management, and privacy-compliant storage.
Frontend Interface
Functional, responsive front end (React, Vue, or Next.js) to showcase and test your app’s key features and flows.
Deployment Setup
Fully deployed environment (Vercel, Render, or AWS) with CI/CD pipelines, environment configuration, and performance tuning.
Observability & Logging
Monitoring and structured logging setup with error tracking, request metrics, and clear visibility into system health.
Documentation & Handover
Full setup and usage documentation, API references, and optional Loom walkthrough to ensure a smooth handover.
FAQs
I work mainly with Python, LangChain, Laravel, Next.js, Supabase, and n8n — depending on your needs.
Absolutely. I specialise in helping founders with an idea but no tech team. I handle the entire build process and make everything understandable.
I prefer async collaboration via Slack or email, with quick huddles for key decisions — fast, no meetings for the sake of meetings.
Most MVPs take between 2–4 weeks depending on scope. You’ll get a working demo first, then we layer in polish and deployment.
Contact for pricing
Tags
ChatGPT
Laravel
N8N
Next.js
Python
AI Engineer
Backend Engineer
Web Developer
Service provided by
Jake Henshall proMacclesfield, UK
- 14
- Followers
AI MVP DevelopmentJake Henshall
Contact for pricing
Tags
ChatGPT
Laravel
N8N
Next.js
Python
AI Engineer
Backend Engineer
Web Developer
I build production-ready AI MVPs that actually ship. From backend logic and API layers to front-end prototypes and automation workflows, I handle the technical glue so you can focus on product vision. Expect clean architecture, clear handover, and a setup built to scale — not just demo.
What's included
Middleware / API Layer
Scalable API or middleware layer connecting your front end and backend services. Includes structured endpoints, validation, error handling, and rate-limit protection.
AI / Automation Integration
Custom integration of AI or automation tools (OpenAI, Claude, LangChain, n8n) built around your project’s logic and workflows.
Auth & Data Persistence
Secure user authentication and database setup with clean data models, session management, and privacy-compliant storage.
Frontend Interface
Functional, responsive front end (React, Vue, or Next.js) to showcase and test your app’s key features and flows.
Deployment Setup
Fully deployed environment (Vercel, Render, or AWS) with CI/CD pipelines, environment configuration, and performance tuning.
Observability & Logging
Monitoring and structured logging setup with error tracking, request metrics, and clear visibility into system health.
Documentation & Handover
Full setup and usage documentation, API references, and optional Loom walkthrough to ensure a smooth handover.
FAQs
I work mainly with Python, LangChain, Laravel, Next.js, Supabase, and n8n — depending on your needs.
Absolutely. I specialise in helping founders with an idea but no tech team. I handle the entire build process and make everything understandable.
I prefer async collaboration via Slack or email, with quick huddles for key decisions — fast, no meetings for the sake of meetings.
Most MVPs take between 2–4 weeks depending on scope. You’ll get a working demo first, then we layer in polish and deployment.
Contact for pricing