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GumGum Tech Blog
GumGum Tech Blog

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John Hawkins

John Hawkins

·4 days ago

Measuring Attention on Advertising

In this post we will explore how we build scalable attention measurement models for digital advertising at Playground XYZ. The content is generally high level, but I have added some technical deep dives boxes throughout the post for readers who want to know more detail. What is Attention? Attention is a general English…

Marketing

10 min read

Measuring Attention on Advertising
Measuring Attention on Advertising
Marketing

10 min read


Wafik Salim

Wafik Salim

·Mar 14

Find the right talent: Rethink the technical interview

Last year, I was tasked with creating a technical interview for PlaygroundXYZ. I was excited for this opportunity as it allowed me to bring some positive changes to this area of talent acquisition that I thought could use a little help. I experienced many technical interviews over the years in…

Engineering Management

5 min read

Find the right talent: Rethink the technical interview
Find the right talent: Rethink the technical interview
Engineering Management

5 min read


Arkadiusz Piczak

Arkadiusz Piczak

·Feb 23

Engineering key performance indicators as an operational improvement to create an analytical basis for decision making

Introduction KPIs rule the world. There is a saying, “what gets measured gets done.” Measurement plays a basic factor in management. With good indicators, you can easily see if your team is achieving a goal or not. You can determine if your work is making an impact, manage your processes, and…

Engineering Management

7 min read

Engineering key performance indicators as an operational improvement to create an analytical basis…
Engineering key performance indicators as an operational improvement to create an analytical basis…
Engineering Management

7 min read


Mohannad Abdellatif

Mohannad Abdellatif

·Feb 17

A Micromanager’s Guide To Self-Reflection

Patience is a virtue; one that I’ve come to appreciate even more after learning the hard way. Upon being promoted to manager, my inexperience caused me great insecurity, leading me down an unproductive path of micromanagement — an itch you must not scratch if ever in such a position! Distinguish Between Manager’s Accountability and Team Responsibility. New…

Management And Leadership

6 min read

A Micromanager’s Guide To Self-Reflection
A Micromanager’s Guide To Self-Reflection
Management And Leadership

6 min read


Łukasz Sudoł

Łukasz Sudoł

·Jan 24

Innovating with purpose: How passion activities in the workplace lead to revealing solutions

Introduction Are you passionate about programming and curious about the latest innovations in your field? In this post, we will explore some of the activities we have tested at GumGum to drive innovation and try out new ideas. Let’s be honest, this is a very difficult topic. Every day brings something…

Engineering Mangement

6 min read

Innovating with purpose: How passion activities in the workplace lead to revealing solutions
Innovating with purpose: How passion activities in the workplace lead to revealing solutions
Engineering Mangement

6 min read


Gireek Bansal

Gireek Bansal

·Jan 9

Clustering Image Embeddings

As humans, we have a great understanding of similarity between 2 images having the same objects or in a similar setting. We easily make sense of the 2 images below, but making a computer do the same thing might be tricky. Algorithms or computers in general need numbers to work…

Computer Vision

7 min read

Clustering Image Embeddings
Clustering Image Embeddings
Computer Vision

7 min read


Adam K

Adam K

·Dec 27, 2022

An easy recipe for multi-task learning in PyTorch that you can do at home

In my last blogpost, I touched on what multi-task learning is, how it works, and why it is becoming the de facto standard for machine learning development. In this blogpost, I want to share a simple implementation of a multi-task learning model that you can experiment with yourself or adapt…

Machine Learning

10 min read

An easy recipe for multi-task learning in PyTorch that you can do at home
An easy recipe for multi-task learning in PyTorch that you can do at home
Machine Learning

10 min read


Salvador Cruz

Salvador Cruz

·Dec 13, 2022

Enabling Sumologic through Infrastructure as Code

A needle in a haystack? During the first computing years, monitoring systems lacked many incredible features that we rely on nowadays. If someone was lucky, some logs could be found instead of just some core dumps in case something crashed. So, you might be wondering how engineers were able to find the root cause of…

DevOps

5 min read

Enabling Sumologic through Infrastructure as Code
Enabling Sumologic through Infrastructure as Code
DevOps

5 min read


Jitesh Mogre

Jitesh Mogre

·Nov 18, 2022

Replacing Apache Druid with Snowflake Snowpipe

Introduction Over the last decade, real-time reporting has become very important for making decisions based on the latest data. The customers and product team request that the reports contain real-time data so they can make up to the minute informed decisions. GumGum uses real-time data to (1) make rapid decisions while…

Real Time

8 min read

Replacing Apache Druid with Snowflake Snowpipe
Replacing Apache Druid with Snowflake Snowpipe
Real Time

8 min read


Adam K

Adam K

·Nov 11, 2022

Multi-task learning: what is it, how does it work and why does it work?

One of the most exciting and seemingly ubiquitous recent topics in deep learning (DL) is without a doubt multi-task learning. Multi-task learning (MTL) is a model training technique where you train a single deep neural network on multiple tasks at the same time. Though it may seem a little counter-intuitive…

NLP

16 min read

Multi-task learning: what is it, how does it work and why does it work?
Multi-task learning: what is it, how does it work and why does it work?
NLP

16 min read

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Iris Fu

Iris Fu

Vaibhav Puranik

Vaibhav Puranik

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