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From Novice to Innovator: How I Developed a 220k LOC Fintech SaaS with AI Despite Having No Professional Dev Experience | DepthSight | Nov 2025

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Building the Future of Trading: A Journey with AI

Over the past six months, I embarked on an ambitious project—developing Depth Sight, a fully-fledged algorithmic trading platform. This initiative leveraged modern Large Language Models (LLMs), primarily Gemini 2.5 Pro, to generate 95% of the 220,000+ lines of code. Here’s what I uncovered:

  • Innovative Architecture: Depth Sight blends flexibility and simplicity, offering a visual strategy builder, backtesting, and real trading capabilities.
  • Unique Experiment: As a developer without a formal IT background, I explored the boundaries of AI-assisted software creation.
  • Efficient Development: I spent 10-12 hours daily without burnout, thanks to a continuous dialogue with AI, shifting my focus from debugging to architectural planning.

Key Takeaways:

  • Collaborating with LLMs can redefine software development.
  • Complex trading strategies are now easily transformed from natural language into actionable code.
  • AI’s insights can illuminate non-obvious patterns, enhancing user decisions.

Curious about how AI could transform your workflow? Explore my journey and share your thoughts! Let’s discuss how AI is reshaping industries.

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