GULP.AI
Case Study
Enabling AI self-improvement at scale through an LLM fine-tuning pipeline on AWS
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The AI systems we've actually shipped — what we built, how we built it, and what changed for the team that uses it. Real projects, named clients.
Each case study covers the problem the customer brought to us, the architecture we shipped, and the outcome the team can point at six months later.
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