The Curious Engineer

All blogs / AI / ML

Chip Huyen

huyenchip.com

I work to bring AI into production. I write about AI system design.

AI / ML

’17’18’19’20’21’22’23’24’25’26
Posts
38 from 28 Jul 2017 to 16 Jan 2025
Posting
now and then
Kind
personal blog
Feed
https://huyenchip.com/feed.xml

2025 2

  1. Common pitfalls when building generative AI applications
  2. Agents

2024 5

  1. Building A Generative AI Platform
  2. Measuring personal growth
  3. What I learned from looking at 900 most popular open source AI tools
  4. Predictive Human Preference: From Model Ranking to Model Routing
  5. Generation configurations: temperature, top-k, top-p, and test time compute

2023 6

  1. Multimodality and Large Multimodal Models (LMMs)
  2. Open challenges in LLM research
  3. Generative AI Strategy
  4. RLHF: Reinforcement Learning from Human Feedback
  5. Building LLM applications for production
  6. Self-serve feature platforms: architectures and APIs

2022 4

  1. Books that made me think (as an engineer)
  2. Introduction to streaming for data scientists
  3. Data Distribution Shifts and Monitoring
  4. Real-time machine learning: challenges and solutions

2021 3

  1. Why data scientists shouldn’t need to know Kubernetes
  2. A friendly introduction to machine learning compilers and optimizers
  3. 7 reasons not to join a startup and 1 reason to

2020 5

  1. Machine Learning Tools Landscape v2 (+84 new tools)
  2. Machine learning is going real-time
  3. Course announcement - Machine Learning Systems Design at Stanford!
  4. What I learned from looking at 200 machine learning tools
  5. Analysis of compensation, level, and experience details of 19k tech workers

2019 8

  1. The books that shaped my decade
  2. Four lessons I learned after my first full-time job after college
  3. Key trends from NeurIPS 2019
  4. What Glassdoor interview reviews reveal about tech hiring cultures
  5. Free online machine learning curriculum
  6. Update on Machine Learning Interviews Book
  7. Top 8 trends from ICLR 2019
  8. A simple reason why there aren't more women in tech - we're okay with misogyny

2018 4

  1. How to build meaningful relationships after college
  2. Career advice for recent Computer Science graduates
  3. SOTAWHAT - A script to keep track of state-of-the-art AI research
  4. A survivor's guide to Artificial Intelligence courses at Stanford (Updated Feb 2020)

2017 1

  1. Confession of a so-called AI expert