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 — Page 2 of 4
-
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.
-
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.
-
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.
-
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.
-
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.
-
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.
-
2026-05-23
Autonomous Agents: Future Potential & Current Limits
Explore the promising future and inherent limitations of autonomous agents in AI development.
-
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.
-
2026-05-16
AI-Generated Code: The Hidden Cleanup Costs Explained
AI-generated code promises speed, but hidden cleanup costs can outweigh the benefits. Discover the real implications.
-
2026-05-15
The Truth About Build vs. Buy for Agentic AI
Exploring the hidden financial and strategic costs of building versus buying agentic AI solutions in today's tech landscape.