List: company engineering blogs | Curated by Arnab Borah

Apr 3, 2023

11 stories

company engineering blogs
In
Grubhub Bytes
by
Hugues Demers
Forecasting Grubhub Order Volume At ScaleBy William Cox, Gayan Seneviratna, and Hugues Demers
May 19, 2022
May 19, 2022
In
Lyft Engineering
by
Javen Xu
lyft2vec — Embeddings at LyftCo-authors: Hakan Baba, Adriana Deneault.
Mar 22, 2023
2
Mar 22, 2023
2
In
Pinterest Engineering Blog
by
Pinterest Engineering
Query Rewards: Building a Recommendation Feedback Loop During Query SelectionBella Huang | Software Engineer, Home Candidate Generation; Raymond Hsu | Engineer Manager, Home Candidate Generation; Dylan Wang |…
Oct 26, 2022
Oct 26, 2022
In
Pinterest Engineering Blog
by
Pinterest Engineering
How Pinterest Leverages Realtime User Actions in Recommendation to Boost Homefeed Engagement VolumeXue Xia, Software Engineer, Homefeed Ranking; Neng Gu, Software Engineer, Content & User Understanding; Dhruvil Deven Badani, Engineering…
Nov 4, 2022
2
Nov 4, 2022
2
In
Pinterest Engineering Blog
by
Pinterest Engineering
Build an end to end JSON logging system for clients appsLiang Ma | Software Engineer, Core Eng; Wei Zhu | Software Engineer, Observability
Jan 10, 2023
Jan 10, 2023
In
Netflix TechBlog
by
Netflix Technology Blog
Reinforcement Learning for Budget Constrained Recommendationsby Ehtsham Elahi
with James McInerney, Nathan Kallus, Dario Garcia Garcia and Justin Basilico
Aug 15, 2022
2
Aug 15, 2022
2
Netflix Technology Blog
RecSysOps: Best Practices for Operating a Large-Scale Recommender Systemby Ehsan Saberian and Justin Basilico
Sep 30, 2022
1
Sep 30, 2022
1
In
Netflix TechBlog
by
Netflix Technology Blog
Building a Media Understanding Platform for ML InnovationsThe media understanding platform serves as an abstraction layer between Machine Learning (ML) algos and various applications.
Mar 14, 2023
9
Mar 14, 2023
9
In
TDS Archive
by
Baptiste Rocca
Introduction to recommender systemsOverview of some major recommendation algorithms.
Jun 2, 2019
19
Jun 2, 2019
19
In
The Airbnb Tech Blog
by
Mihajlo Grbovic
Machine Learning-Powered Search Ranking of Airbnb ExperiencesHow we built and iterated on a machine learning Search Ranking platform for a new two-sided marketplace and how we helped it grow.
Feb 5, 2019
25
Feb 5, 2019
25
In
The Airbnb Tech Blog
by
Malay Haldar
Improving Deep Learning for Ranking Stays at AirbnbA practical case study of how to iterate on DNNs
Oct 6, 2020
7
Oct 6, 2020
7

company engineering blogs

Forecasting Grubhub Order Volume At Scale

By William Cox, Gayan Seneviratna, and Hugues Demers

lyft2vec — Embeddings at Lyft

Co-authors: Hakan Baba, Adriana Deneault.

Query Rewards: Building a Recommendation Feedback Loop During Query Selection

Bella Huang | Software Engineer, Home Candidate Generation; Raymond Hsu | Engineer Manager, Home Candidate Generation; Dylan Wang |…

How Pinterest Leverages Realtime User Actions in Recommendation to Boost Homefeed Engagement Volume

Xue Xia, Software Engineer, Homefeed Ranking; Neng Gu, Software Engineer, Content & User Understanding; Dhruvil Deven Badani, Engineering…

Build an end to end JSON logging system for clients apps

Liang Ma | Software Engineer, Core Eng; Wei Zhu | Software Engineer, Observability

Reinforcement Learning for Budget Constrained Recommendations

by Ehtsham Elahi with James McInerney, Nathan Kallus, Dario Garcia Garcia and Justin Basilico

RecSysOps: Best Practices for Operating a Large-Scale Recommender System

by Ehsan Saberian and Justin Basilico

Building a Media Understanding Platform for ML Innovations

The media understanding platform serves as an abstraction layer between Machine Learning (ML) algos and various applications.

Introduction to recommender systems

Overview of some major recommendation algorithms.

Machine Learning-Powered Search Ranking of Airbnb Experiences

How we built and iterated on a machine learning Search Ranking platform for a new two-sided marketplace and how we helped it grow.

Improving Deep Learning for Ranking Stays at Airbnb

A practical case study of how to iterate on DNNs

Arnab Borah