AI SaaS MVP Developer
Launch your AI wrapper or AI-native SaaS product. I build the frontend, the billing, and the complex LLM backend orchestration.
Core Capabilities
Related Case Studies
DevFix 🛠️
The dreaded "It works on my machine" syndrome. When a developer clones a repository and the build fails due to missing dependencies, cryptic errors, or lockfile mismatches, they spend hours Googling stack traces.
Existing AI tools like Copilot fail here because they rely purely on text generation, guessing the fix without proving it works. Giving an AI access to run arbitrary bash commands on your host laptop to test its fix is incredibly dangerous.
OmniBid Intelligence Engine
Finding good freelance jobs on platforms like Upwork is exhausting. Many jobs are scams, have insulting budgets, or use legacy technologies. Applying to them wastes hours of time and real money (Connects).
Standard AI models are prone to hallucination—if a client posts a job without a budget, standard LLMs will confidently guess or invent details instead of flagging missing data.
Frequently Asked Questions
Can you build an "AI Wrapper" SaaS?
Yes, but I focus on adding deep value via RAG, complex prompt chaining, and great UI/UX so your product isn't easily replaced by ChatGPT.
How do you manage API costs per user?
I implement database-backed token tracking. When a user generates content, we calculate the OpenAI token cost and deduct it from their Stripe subscription allowance.