•Avi Santoso
Get started with fine tuning on your MacBook
How to train specialized AI models for PII masking on consumer hardware using mlx-lm, Qwen3-0.6B-4bit, PEFT, and QLoRA
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Blog
Insights and thoughts on AI, technology, and building better systems
•Avi Santoso
Without Evals, AI Development Moves Slower
Why proper evaluation systems are essential for maintaining development velocity as AI applications grow in complexity
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•Brian Foody
Just Go Live
Why you should skip the giant data transformation project and start building AI systems that learn from real-world feedback
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•Avi Santoso
Crossing the Uncanny Valley of AI Voice
How to handle function calls in voice AI applications without breaking user trust through awkward silences
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•Avi Santoso
Building Equity in AI Systems
How companies can build lasting intellectual property in AI systems by focusing on evaluation frameworks rather than prompt engineering
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