June 10, 2024, 12:02 p.m. | Almog Baku

Towards Data Science - Medium towardsdatascience.com

Comprehensive Steps for Building LLM-Native Apps: From Initial Idea to Experimentation, Evaluation, and Productization

Large Language Models (LLMs) are swiftly becoming a cornerstone of modern AI. Yet, there are no established best practices, and often, pioneers are left with no clear roadmap, needing to reinvent the wheel or getting stuck.

Over the past two years, I’ve helped organizations leverage LLMs to build innovative applications. Through this experience, I developed a battle-tested method for creating innovative solutions (shaped by …

apps artificial intelligence best practices building clear deep-dives evaluation experimentation guide language language models large language models llm llm apps llms machine learning modern modern ai native apps practices roadmap step-by-step

Senior Machine Learning Engineer

@ GPTZero | Toronto, Canada

ML/AI Engineer / NLP Expert - Custom LLM Development (x/f/m)

@ HelloBetter | Remote

Senior Research Engineer/Specialist - Motor Mechanical Design

@ GKN Aerospace | Bristol, GB

Research Engineer (Motor Mechanical Design)

@ GKN Aerospace | Bristol, GB

Senior Research Engineer (Electromagnetic Design)

@ GKN Aerospace | Bristol, GB

Associate Research Engineer Clubs | Titleist

@ Acushnet Company | Carlsbad, CA, United States