Research

We pride ourselves in our product, engineering and data science capabilities. Our product, data science and engineering experts make up more than half of the company. They come from organizations that lead the world in technology, such as Google, Amazon, and MIT. We are committed to making valuable contributions to the open source community and to giving back to our technical communities by talking at events and publishing our research.

An Augmentation Experiment in Time Series Modeling

An Augmentation Experiment in Time Series Modeling

This research is a joint collaboration between machine learning researcher Sangwon Hwang and System1’s Nathan Janos.

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At System1 we get to solve fun and challenging engineering problems every day. We architect, build and scale novel distributed systems and algorithms to help the business meet the demanding goals of users all over the world. All of our systems are built on top of the Open Source ecosystem which we frequently get to contribute back to.

—Chris Testa, VP, Engineering

As a Data Scientist, I work with business stakeholders to understand their needs and construct models to help achieve more profitable campaigns and scale up their efforts. I take on new business requests to automate and optimize advertising campaigns. I have been implementing the logic for these models in a directed acyclic graph which allows both the Data Science team and campaign managers to visualize the models we have in place. System1's Data Science team has the freedom to develop new technologies using cutting edge frameworks while at the same time growing our skills and careers.

—Lucas Mattick, Data Scientist

As a Software Engineer at System1, I build and architect complex products and services that strive to make a user's experience on the web better. I'm always encouraged to use cutting edge technologies and am given the time and resources to research and implement the best solution to a given challenge. One of the best things about working at System1 is having the privilege to work with such intelligent, experienced, and understanding individuals.

—Delgermaa “Deegii” Altangerel, Software Engineer

At System1, we pride ourselves on building scalable solutions using best-in-class technologies like Snowflake and Apache Airflow to process billions of records from dozens of data integrations. Our team has built an incredible data platform that seamlessly handles data delays and notifications with little to no intervention. Problem-solving with dedicated team members makes the journey as rewarding as the destination.

—Vin Yam, VP, Engineering

Open Source Software

Database Tools

SECURE DB FOR R

SECURE DB FOR R

Convenient & secure database connector from R

SNOWFLAKE JDBC FOR R

SNOWFLAKE JDBC FOR R

Snowflake JDBC driver for R

ATHENA JDBC FOR R

ATHENA JDBC FOR R

Amazon Athena JDBC driver for R

Redshift JDBC driver for R

Redshift JDBC driver for R

Amazon Redshift JDBC driver for R

Job Tools

JOBS FOR REDIS

JOBS FOR REDIS

Job input/output control with Redis

JENKINS TO AWS BATCH

JENKINS TO AWS BATCH

Jenkins plugin to submit tasks to AWS Batch

Modeling

FILTERNET: NEURAL NEWORK FOR TIME SERIES

FILTERNET: NEURAL NEWORK FOR TIME SERIES

PyTorch implementation of a neural network for time series modeling

Utilities

CLOUDPERF

CLOUDPERF

Measuring the relative performance of cloud resources

LOGGING FOR R

LOGGING FOR R

A modern and flexible logging utility for R

RETICULATE ON BOTO

RETICULATE ON BOTO

Reticulate wrapper around boto3: an AWS client for R

CONSUL.IO CLIENT FOR R

CONSUL.IO CLIENT FOR R

Consul.io distributed server mesh client for R

JUPYTER NOTEBOOK TO EMAIL

JUPYTER NOTEBOOK TO EMAIL

nb2mail: Sending Jupyter notebooks as email

SHELL FOR R

SHELL FOR R

Shell runner for R scripts, like Python Fire

SLACK SCRUM BOT

SLACK SCRUM BOT

Python script to generate scrum standup report for Slack

GRPC FOR R

GRPC FOR R

gRPC client and server implementation in R