Andrew Ho

Andrew Ho Email and Phone Number

Machine Learning at Meta @ Meta
Andrew Ho's Location
San Francisco Bay Area, United States, United States
Andrew Ho's Contact Details
About Andrew Ho

Engineering PhD (EECE), currently at Meta with industry experience across the ML spectrum: machine learning and deployment at scale, big data, deep learning, ranking and recommendations, constrained optimization, numerical simulation, statistics. Strong programmer with experience writing performant code in Python, Java, C++.

Andrew Ho's Current Company Details
Meta

Meta

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Machine Learning at Meta
Andrew Ho Work Experience Details
  • Meta
    Staff Machine Learning Engineer
    Meta Feb 2024 - Present
    Menlo Park, Ca, Us
    PyTorch Domains - Dataloading
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  • Meta
    Senior Machine Learning Engineer
    Meta May 2022 - Jan 2024
    Menlo Park, Ca, Us
    AI Infra - Content Understanding- Our team trains and deploys the latest foundational models in Computer Vision Video at Meta scale- We provide embeddings to ranking and integrity teams to deliver improvements to their key metrics- We platformize our tooling to support scaling up the number of developers, models, size of models, and training data
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  • Uber
    Senior Applied Scientist
    Uber Jun 2021 - Apr 2022
    San Francisco, California, Us
    Marketplace Matching (Rides, UberX)- improved the speed of solver replay tooling by 100x, leading to greatly increased iteration speed- developed a new ML ranking model for Scheduled Rides product- created a Monte Carlo method for evaluating UberX simulation accuracy- experimented with changes to bipartite matching objective function- maintained predictive ML models for rider and driver behaviour, and pre-request ETA
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  • Stitch Fix
    Data Scientist (Machine Learning Engineer)
    Stitch Fix Mar 2018 - May 2021
    San Francisco, Ca, Us
    Shop Recs- Prototype to Production: lead developer and scientist on "Categories" clothing recs/ranking pipeline- Recommender ranker model improvements, drove lifts of 9% in revenue, 15% in purchasesOps Algos- Owner of client scheduling algorithm service, 1.5% lift in new client checkouts- Developed a new bid-price algorithm to prioritize types of clients- 100x speedup in simulation tooling, porting Python to C++- Developed a distributed Monte Carlo simulator for request-to-fulfillment pipelineTooling:Python, C++, Pyspark, Pyomo, Cplex, SimPy, AWS
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  • Playgon Interactive Inc.
    Java Developer
    Playgon Interactive Inc. Jun 2017 - Feb 2018
    Server-side Java development, data warehousing.Tooling: Java, Spring, Couchbase, MySQL, ElasticSearch
  • Gennum Corp
    Video Algorithms Intern
    Gennum Corp May 2006 - Aug 2007
    - Video algorithms for semiconductor applications (HDTV ASICs) - Supported algorithms like frame-rate upsampling (e.g. 120Hz)- Developed software to support algorithms team (C++)
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Andrew Ho Skills

Java Computational Physics Linux Computational Fluid Dynamics Git Object Oriented Programming Python Debian Virtual Reality Opengl R Data Analysis Mysql Nosql Databases

Andrew Ho Education Details

  • The University Of British Columbia
    The University Of British Columbia
    Electrical And Computer Engineering
  • Western University
    Western University
    Biomedical Engineering
  • Western University
    Western University
    Electrical Engineering

Frequently Asked Questions about Andrew Ho

What company does Andrew Ho work for?

Andrew Ho works for Meta

What is Andrew Ho's role at the current company?

Andrew Ho's current role is Machine Learning at Meta.

What is Andrew Ho's email address?

Andrew Ho's email address is andrewho@fb.com

What schools did Andrew Ho attend?

Andrew Ho attended The University Of British Columbia, Western University, Western University.

What skills is Andrew Ho known for?

Andrew Ho has skills like Java, Computational Physics, Linux, Computational Fluid Dynamics, Git, Object Oriented Programming, Python, Debian, Virtual Reality, Opengl, R, Data Analysis.

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