Big Data, AI, and Machine Learning

Data fuels today’s economy where it’s the foundation for optimizing business operations, enhancing user experience, and generating greater revenue.

At SoftServe, we turn all of your raw data into insights. Ultimately, this enables you to automate complex tasks—previously unattainable due to traditional software—and make better business decisions.

Our big data concepts are so powerful that Carnegie Mellon Software Engineering Institute adopted them in 2016.

Offerings

  • Artificial Intelligence

    Build new data-driven products and solutions to complex business problems that usually require knowledge, computation, perception, reasoning, and decision-making.

    With AI, you can enable new business models by automating tasks with machine learning, computer vision, natural language understanding, and speech recognition.

  • Advanced Analytics

    Remove the limits of depth, speed, and scalability in traditional analytics and human initiative, leading to immediate and actionable insights from the data.

  • Intelligent Automation

    Transform information processing with intelligent automation, make sifting through mountains of big data more cost-effective and less error-prone.

  • MLOps & Infrastructure

    Collaborate and iterate at every step, from idea to production, automate end-to-end ML workflows at scale.

    With continuous monitoring and improvements identified from new data, you’ll accelerate ML adoption by enabling users with state-of-the-art AutoML capabilities.

Industries

  • Financial Services

  • Healthcare

  • Energy

  • Media

  • Retail

  • Manu­facturing

GCP related technologies

  • AI Platform

  • Cloud Auto ML

  • TensorFlow

  • Conversational AI

  • Document AI

  • Recommen­dations‎‎‏‏‎ ‎AI

  • Dialogflow

  • BigQuery

Business Use-case

  • Product
    Recommendation

    Input

    Customer profile and purchase history, specific product, context (e.g. time, location, etc.)

    Output

    Likelihood of the customer purchasing a given product

    GCP ML Services

    Bigtable
    BigQuery
    Cloud ML
    Dataflow
    Dataproc
    TensorFlow

  • Risk
    Management

    Input

    Customer financial and social profiles, transaction history

    Output

    Amount of credit to minimize the default risk or a credit score

    GCP ML Services

    Bigtable
    BigQuery
    Dataflow
    Dataproc
    Natural Language API
    TensorFlow
    Cloud ML

  • Clinical
    Diagnostics
    and Radiography

    Input

    Clinical diagnostics and radiography medical image

    Output

    Localization of broken or fractured bones

    GCP ML Services

    Cloud Storage
    Dataflow
    Dataproc
    Vision API
    TensorFlow
    Cloud ML

  • Predictive
    Maintenance

    Input

    Structured and unstructured monitoring measures (e.g. sensors, raw images, and audio)

    Output

    Likelihood of a given component or part will fail in the near future

    GCP ML Services

    Pub/Sub
    Bigtable
    Cloud Storage
    Dataflow
    Dataproc
    Vision API
    TensorFlow
    Cloud ML

Why SoftServe?

What makes a market leading, data-driven business? It’s the ability to consistently turn raw data into action. SoftServe’s extensive experience combined with Google’s state-of-the-art machine learning solutions means our team of experts utilizes industry best practices and AI techniques from a multitude of disciplines.

  • SoftServe is a Google Cloud Platform Premier Partner
  • Certified world-class experts in Google Cloud Platform, and other modern data and ML technologies including Hadoop, Kafka, Spark, Python, R
  • Expert insights across the big data industry: SoftServe’s big data concepts are adopted by leading industry and government research and development centers such as Carnegie Mellon Software Engineering Institute

Assets