Technology

1plusX is a high-tech company and technology drives our innovation.

We convert raw data into semantically rich information, accurate predictions, and actionable insights about individual users or groups of users. Our starting point is a wide range of data sources including web browsers, mobile apps, e-commerce stores, TV devices, IoT devices and CRM databases. All these sources result in a very large volume, velocity and variety (three Vs) of data that needs to be processed in real time.

To achieve this, we build scalable, high performance custom machine learning infrastructures – from algorithms, to data pipelines, taking advantage of the latest innovations in the community. Underneath, we build on tools such as Apache Hadoop, Apache Spark, Tensorflow and use datastores that are optimized for their usage – flat files, traditional RDBMS, nosql (persistent and in- memory) databases and custom cache stores.

WE ARE METRICS DRIVEN

Numbers don’t lie. We design metrics to keep track of our performance on every layer of our tech stack. We measure our success in these metrics and our development process is centered around optimizing them.

WE BUILD REAL-TIME SYSTEMS DESIGNED
TO PROCESS AT EXA-SCALE

We build to scale both horizontally and vertically. Our systems and infrastructure setup in the cloud allows us to scale up in volume while still generating deep insights from the data we process. Our systems are also designed to produce high-quality insights from low volume input data.

WE DEVELOP CUSTOM MACHINE LEARNING SOLUTIONS

Our predictive analytics and insight generation platform is grounded upon strong statistical and computational fundamentals. Our resource-aware machine learning models allows us to generate low latency and high throughput insights while still being statistically optimal.