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I just made a decision that scares me a little. š
I'm a data scientist & AI developer ā and I'm going freelance.
I've built across computer vision, NLP, full stack, and ML pipelines ā and I'm just getting started.
Here's what I believe:
The future belongs to people who can connect AI to real problems. That's exactly what I do.
But before I bring that to clients ā I have one question for this community:
š What's the ONE skill you wish you had locked down earlier in your AI career?
I'm collecting every answer and turning it into a post. Tag someone who needs to see this.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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AI wonāt replace great engineers.
But engineers using AI will definitely outpace those who donāt āš»
True!
The 10-person agency model is dead. Here is how I build full-stack, AI-driven MVPs in 48 hours. ā”ļø
Over the last 2 years, execution has been completely commoditized. If you are still waiting months and paying heavy retainers for initial product builds, you are bleeding capital.
As an AI-driven MVP developer, I don't write code from scratchāI orchestrate intelligent systems. Here is the exact stack I use to move clients from an idea to a live product in a fraction of the traditional timeline:
š§ Market Intelligence: I use custom AI agents to cross-reference your feature ideas against live search volume, finding the exact unaddressed demand gaps.
šØ Generative Design: Tools like @Flowstep bypass Figma purgatory, instantly translating our architectural logic into responsive, multi-screen UI systems.
ā” Vibe Coding Orchestration: The UI flows directly into engines like @Lovable and I just act as the technical architect, directing the agents to connect the front-end to robust backends like @Supabase and deploy the full stack.
š¤ Automated Acquisition: I hook your new product into visual automation pipelines such as @n8n, triggering personalized outreach sequences while you sleep.
Massive capital and expensive development gear cease to be moats when the entire pipeline lives natively in the cloud.
The barrier to entry has evaporated. The only variable left is execution. If you have a SaaS idea or need to automate a heavy workflow, let's talk.
Drop a comment or send a messageāI'd love to break down the exact AI stack I'd use to build it for you. š
The speed AI enables is impressive. The real advantage isn't just building an MVP in days; it's validating ideas quickly, gathering user feedback, and iterating before investing heavily in development.
ā¢ 1d
After 4+ years of building with Bubble, WolfspaceAI became a meaningful step into AI-assisted full-stack development ā and a genuinely rewarding experience š
I feel how Bubble gave me this product thinking, like no other course or self-learning ever did
Amazing journey. Bubble really is an incredible place to develop product thinking. Wishing you all the best š
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