Career Change: Why I dropped everything to build AI apps

Key Concepts:

• AI music video generation
• Career change from physics to AI
• Bootstrapped vs. VC-backed business
• Niche marketing
• SEO for idea validation
• Customizable media
• AI-powered personal assistants
• Problem-solving focus

1. Introduction and Nico's Background

• Nico, the founder of Neurrames, left his career as a physicist to build his own AI-powered platform.
• Neurrames is a platform to create AI music videos, generating $100,000 last month with a team of five.
• Nico studied physics, obtained a PhD, and worked at a deep tech startup focusing on computer vision and physics before starting Neurrames.
• He wasn't passionate about physics and wanted to build something that impacts people in the real world.

2. Neurrames: AI Music Video Generator

• Neurrames is an AI music video generator that helps musicians create visual content for their songs.
• It caters to hobby, indie, and professional musicians, as well as AI music creators.
• The platform simplifies the traditionally difficult process of producing visual content.

3. Career Change and Overcoming Fear

• Nico advises those considering a career change to not be scared of failure or technical challenges.
• He emphasizes the value of learning and the possibility of returning to a previous career if things don't work out.
• AI tools make it easier than ever to build something quickly.

4. Idea Validation and Opportunities in AI

• Nico believes in the "around find out" principle, which involves exploring various ideas and allowing them to combine.
• He uses SEO tools like Ahrefs to validate ideas by checking keyword search volume and difficulty.
• He sees opportunities in customizable media, AI podcast generators, and AI-powered personal assistants (e.g., an executive coach with access to calendar and Slack).

5. Niching Down for Success

• Niching down to focus specifically on AI music videos was a "huge unlock" for Neurrames.
• Initially, the platform was a general "text to video for everyone," which was less effective.
• Targeting musicians directly made the product more appealing and increased word-of-mouth referrals.
• Example: A musician landing on a site specifically for AI music videos feels more at home than a general AI video generator.

6. Growth and Key Milestones

• The first internet money was made after a post on Hacker News went viral.
• The initial product looked "terrible" but resonated with the Hacker News audience.
• He focused on improving the product, reaching out to AI people, and using SEO.
• He played the "indie hacker/solopreneur" card by being personal and transparent.

7. Business Numbers and Metrics

• Neurrames has around 1,500 customers.
• The business generates $100,000 per month in revenue.
• There are approximately 100,000 monthly active users.
• The platform has generated 1.5 million videos in total.

8. Tech Stack and Tools

• Coding: Cursor
• Backend: Python
• Frontend: Next.js
• GPUs: Runpod
• Text-to-video APIs: File
• Analytics: PostHog
• Communication: Slack
• Task tracking: Linear
• Documentation: Notion
• SEO: Ahrefs
• Customer support: Intercom
• Newsletters: Email Octopus
• Server alerts: Custom Telegram bot
• General assistance: ChatGPT

9. Costs of Running an AI Generative SaaS

• GPUs and text-to-video APIs: $45,000 per month
• Servers, storage, hosting: $5,000 per month
• Cursor: $1,000 per month
• Email Octopus: $300 per month
• SalesQL: $200 per month
• PostHog: $120 per month
• Ahrefs: $110 per month
• Intercom: $100 per month

10. Key Lesson Learned

• Bootstrapped companies can be more agile and free to target niche markets compared to VC-backed companies.
• VC-backed companies need to reach a billion-dollar valuation, limiting their focus.
• As a bootstrapped business, Nico is more relaxed and can target problems that VC-backed companies won't.

11. Advice for Aspiring Career Changers

• "Do it. Don't be scared."
• Focus on solving a problem for someone.
• People pay for problems solved, not for the technology itself.

12. Conclusion

• Nico's story demonstrates that anyone can learn to use AI to bring an idea to life, regardless of their background.
• The key is to focus on solving a problem and not be afraid to take the leap.
• The video promotes Starter Story Build, a program designed to help people learn the basics of building with AI.