Sign In

Ivan Zhou

Machine Learning Engineer at Landing AI

Ivan Zhou is a research engineer at Databricks Mosaic, focusing on building high-performing AI systems to solve real-world challenges and create value.124 Prior to his current role, he worked as a Senior Machine Learning Engineer at Uber's Applied AI team from 2023 to 2024, where he led the development of multimodal foundation models for document automation.35

From 2018 to 2023, Ivan was a Senior Machine Learning Engineer at Landing AI.35 During his time there, he:

  • Developed LandingLens, an end-to-end MLOps platform for computer vision applications
  • Led work on implementing object detection and semantic segmentation models
  • Developed AutoML techniques and managed edge device deployment
  • Worked directly with Andrew Ng to develop and advocate for the Data-Centric ML methodology

Ivan has also contributed to other notable projects:

  • Worked with Percy Liang and David Hall on Levanter, a framework for training Foundation Models in JAX124
  • Contributed to the RedPajama-1T dataset and models3
  • Gave a presentation at Ray Summit 2024 on building multi-modal foundation models for document automation3

His educational background includes:

  • MS in Computer Science from Stanford University, focusing on AI, computer vision, generative models, robotics, and natural language processing3
  • BASc in Industrial Engineering from the University of Toronto, with a focus on Operations Research and Machine Learning3

Ivan has publications in IJCAI and ACM RecSys, demonstrating his contributions to academic research in the field of machine learning.3

Highlights

Dec 2 · ivanzhou.me
Ivan Zhou
Ivan Zhou
Nov 29 · github.com
Ivan-Zhou/Ivan-Zhou - GitHub
Oct 8 · ivanzhou.me
My experience - Ivan Zhou
Jun 5 · sapiens.org
Problems of Digital Evidence in Terrorism Trials – SAPIENS Podcast
Sep 7 · weekday.works
Ivan | Working at uber - Weekday
Jun 16 · github.com
Ivan-Zhou - GitHub

Related Questions

What are some of the key projects Ivan Zhou has worked on at Landing AI?
How did Ivan Zhou contribute to the development of LandingLens?
What is the Data-Centric AI campaign that Ivan Zhou worked on with Andrew Ng?
Can you tell me more about the Levanter framework Ivan Zhou worked on?
What are the main challenges Ivan Zhou faced while developing multimodal foundation models at Uber?
Ivan Zhou
Ivan Zhou, photo 1
Ivan Zhou, photo 2
Add to my network

Location

San Francisco, California, United States