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GumGum Tech Blog
GumGum Tech Blog

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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…

Dev Ops

5 min read

Enabling Sumologic through Infrastructure as Code
Enabling Sumologic through Infrastructure as Code
Dev Ops

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


Seth Rhine

Seth Rhine

·Oct 26, 2022

Let The Right One In…With Spring Security Annotations

On the Advertising Applications team here at GumGum, the bulk of the job consists of fleshing out features for a number of web-applications designed to help users with efficient advertising campaign setup, publisher on-boarding/setup, or provide easy-to-digest metrics to measure various KPIs. In the background, a SpringBoot REST API aids…

Spring Boot

6 min read

Let The Right One In…With Spring Security Annotations
Let The Right One In…With Spring Security Annotations
Spring Boot

6 min read


Santiago Campuzano

Santiago Campuzano

·Oct 20, 2022

AWS Graviton eco-friendly technology slashed 25% of GumGum’s computing cost

Introduction The Digital Ads Industry may be one of the most overlooked carbon emitters. Unfortunately, understanding and measuring the carbon footprint of a ‘non-tangible’ industry like Digital Ads is not as easy and evident as in sectors like aviation. Still, according to some estimates, the internet has a large carbon…

AWS

6 min read

AWS Graviton eco-friendly technology slashed 25% of GumGum’s computing cost
AWS Graviton eco-friendly technology slashed 25% of GumGum’s computing cost
AWS

6 min read


Sindhuja

Sindhuja

·Oct 17, 2022

DSP Traffic Shaping in Ad Exchange

Introduction The Ad industry operates in real-time and processes billions of transactions per second. This makes efficiency a key operational parameter for the industry. In GumGum, we use Real Time Bidding (RTB) for programmatic advertising by sending bid requests to DSP partners using the OpenRTB protocol. …

Traffic Shaping

4 min read

DSP Traffic Shaping in Ad Exchange
DSP Traffic Shaping in Ad Exchange
Traffic Shaping

4 min read


Vasudevan Chidambaram

Vasudevan Chidambaram

·Sep 23, 2022

Considerations for Integrating Large Systems

Introduction Are you looking for articles to understand how to plan for a system integration or how to merge two large systems as a result of an acquisition or a system consolidation within your organization? This one is for you. Of course, every single integration poses its own challenges and complexities…

System Integration

5 min read

Considerations for Integrating Large Systems
Considerations for Integrating Large Systems
System Integration

5 min read

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Iris Fu

Iris Fu

Vaibhav Puranik

Vaibhav Puranik

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