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.
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.
Remove the limits of depth, speed, and scalability in traditional analytics and human initiative, leading to immediate and actionable insights from the data.
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.
GCP related technologies
Cloud Auto ML
InputCustomer profile and purchase history, specific product, context (e.g. time, location, etc.)
OutputLikelihood of the customer purchasing a given product
GCP ML ServicesBigtableBigQueryCloud MLDataflowDataprocTensorFlow
InputCustomer financial and social profiles, transaction history
OutputAmount of credit to minimize the default risk or a credit score
GCP ML ServicesBigtableBigQueryDataflowDataprocNatural Language APITensorFlowCloud ML
InputClinical diagnostics and radiography medical image
OutputLocalization of broken or fractured bones
GCP ML ServicesCloud StorageDataflowDataprocVision APITensorFlowCloud ML
InputStructured and unstructured monitoring measures (e.g. sensors, raw images, and audio)
OutputLikelihood of a given component or part will fail in the near future
GCP ML ServicesPub/SubBigtableCloud StorageDataflowDataprocVision APITensorFlowCloud ML
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
- Deep And Machine Learning
- Machine Learning Increases Oil Rig Uptime By Predicting Valve Failures
- Make Big Data Work With Machine Learning
- AI And ML Benefits In Media
- ML For Seismic Data Processing
- Machine Learning Saves Time And Money In Seismic Data Interpretation
- Use Data-Powered Solutions to Solve Inventory Challenges