AI & Machine Learning Engineer
Sara Lin
Building production AI systems at the intersection of language models, inference optimization, and responsible deployment. Sara focuses on LLM fine-tuning, RAG pipelines, and the practical gap between research and real-world AI.
- Large Language Models
- RAG & Vector Search
- Model Fine-tuning
- AI Inference & Optimization
- Responsible AI
Articles by Sara Lin
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2026-07-16
Bun's AI-Aided Shift to Rust: A 2026 Code Revolution
Discover how Bun harnessed AI to transform its codebase from Zig to Rust in just 11 days, revolutionizing development processes.
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2026-06-27
Local AI Coding Tools: Real Development is Here
Discover how local AI coding tools are transforming software development with enhanced capabilities and machine learning integration.
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2026-06-22
Why Twio Chose Vertex AI Search: A Strategic Move Explained
Twio's strategic choice of Vertex AI Search over pgvector reveals a pivotal shift in AI platform preferences. Discover why this decision matters.
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2026-06-08
Understanding AI Behavior: Development vs Production Explained
Explore how AI behavior changes from development to production, analyzing key differences and implications for developers.
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2026-06-07
Enterprise Context: The Real AI Platform Lock-In Explained
Discover how enterprise context is redefining AI platform dependencies, creating new forms of lock-in that challenge business agility.
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2026-06-04
Why AI Agents Keep Breaking Your Code: Explained
Discover the hidden pitfalls of AI coding tools and how they can inadvertently disrupt your software development process.
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2026-05-28
AI Memory Issues: Solutions and Innovations Ahead
Discover the truth about AI memory problems and the innovative solutions that promise to revolutionize the field.
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2026-05-24
AI Autonomy: The Dangerous Product Metric Revealed
Autonomy in AI products promises innovation but harbors significant risks. Discover why autonomy as a metric could be a perilous path.
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2026-05-23
Autonomous Agents: Future Potential & Current Limits
Explore the promising future and inherent limitations of autonomous agents in AI development.
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2026-05-22
How to Build a Production RAG Pipeline: A Python Guide
Explore the step-by-step process of constructing a robust Retrieval-Augmented Generation pipeline with Python.