You will get an AI app, SaaS MVP, RAG chatbot, or agent prototype
Rising Talent

Project details
I build fixed-scope AI SaaS prototypes, MVPs, and launchable beta products for founders and small teams who need working software fast.
This project is designed to help you move from idea to usable product without wasting weeks on unclear scope. You can start with a 48-hour AI POC to validate the core workflow, upgrade to a 5-day Core MVP with auth, database, deployment, and basic payment flow, or build a 14-day Launchable Beta for early users, demos, or customer validation.
What sets this apart is my product-focused engineering approach. I do not just connect an AI API and call it done. I help define the smallest useful product flow, validate AI output quality, check API cost and latency risks, build the product shell, and hand off a clear next-step plan.
I have 20 years of software development experience and founder-level product judgment. I recently built an AI avatar SaaS end-to-end, including auth, payment flow, AI workflow, storage, dashboard, and deployment.
Best fit for: OpenAI API apps, AI agents, RAG assistants, AI workflow automation, AI SaaS MVPs, AI video/avatar workflows, Next.js, React, Python, FastAPI, Supabase, Firebase, Stripe, and Vercel.
This project is designed to help you move from idea to usable product without wasting weeks on unclear scope. You can start with a 48-hour AI POC to validate the core workflow, upgrade to a 5-day Core MVP with auth, database, deployment, and basic payment flow, or build a 14-day Launchable Beta for early users, demos, or customer validation.
What sets this apart is my product-focused engineering approach. I do not just connect an AI API and call it done. I help define the smallest useful product flow, validate AI output quality, check API cost and latency risks, build the product shell, and hand off a clear next-step plan.
I have 20 years of software development experience and founder-level product judgment. I recently built an AI avatar SaaS end-to-end, including auth, payment flow, AI workflow, storage, dashboard, and deployment.
Best fit for: OpenAI API apps, AI agents, RAG assistants, AI workflow automation, AI SaaS MVPs, AI video/avatar workflows, Next.js, React, Python, FastAPI, Supabase, Firebase, Stripe, and Vercel.
AI Algorithms
Large Language Model, Multimodal Large Language Model, Transformer ModelAI Applications
AI Chatbot, AI Content Creation, AI Mobile App Development, AI Text-to-Image, AI Text-to-Speech, AI-Generated Art, AI-Generated Music, AI-Generated Video, Conversational AI, Image Processing, Image Recognition, Natural Language UnderstandingAI Development Language
PythonAI Tools
Azure OpenAI, Hugging FaceAI Models
ChatGPT, GPT-4, OpenAI Codex, Stable Diffusion, WhisperWhat's included
| Service Tiers |
Starter
$700
|
Standard
$1,500
|
Advanced
$3,000
|
|---|---|---|---|
| Delivery Time | 2 days | 5 days | 14 days |
AI Model Integration | |||
Batch Normalization | - | - | - |
Database Integration | |||
Detailed Code Comments | |||
Image Upscaling | - | ||
MLOps | - | - | |
Model Deployment | - | - | - |
Model Documentation | - | ||
Model Monitoring | - | - | |
Model Testing & Optimization | - | - | - |
Model Tuning | - | - | - |
Natural Language Processing | - | ||
NLP Tokenization | - | - | |
Pre-Training | - | - | - |
Prompt Engineering | - | ||
Setup File | |||
Source Code |
Frequently asked questions
About Liam
AI SaaS MVP Developer | Founder-Engineer, Agents, RAG, OpenAI, Next.js
Seoul, South Korea - 7:44 am local time
My fixed-scope offers:
• 48h AI POC Sprint — $700
• 5-Day Core MVP — $1,500
• 14-Day Launchable Beta MVP — $3,000
I bring 20 years of software development experience and founder-level product judgment, so I can help you make the right product and engineering tradeoffs from day one.
I recently built an AI avatar SaaS end-to-end, including auth, payments, AI workflow, storage, dashboard, and deployment.
I’m a strong fit if you need:
• OpenAI / Anthropic / LLM API integration
• AI SaaS MVPs
• RAG / knowledge assistant
• AI agents and workflow automation
• AI video / avatar generation workflows
• Next.js, React, FastAPI, Node.js, Python, Supabase, Firebase, Stripe
My process is simple:
1. De-risk the core workflow with a small POC
2. Turn the validated workflow into a usable MVP
3. Add auth, database, payment, deployment, logging, and handoff
4. Continue with monthly product improvement if needed
I do not sell vague “AI consulting.” I ship working software with clear scope, clear milestones, and fast delivery.
Steps for completing your project
After purchasing the project, send requirements so Liam can start the project.
Delivery time starts when Liam receives requirements from you.
Liam works on your project following the steps below.
Revisions may occur after the delivery date.
Review your requirements, files, references, and API access.
Confirm the exact scope, user flow, and success criteria.









