Data Science


DarkRockMountain’s data scientists rely on the best tools and techniques to gather structured or unstructured data, ensure its reliability, and derive business-relevant knowledge that will drive large-scale decisions.

Making sense of your data

Our data science consultants will help you harness the full potential of your data to drive high-tech solutions, access valuable information and successfully address key business challenges.

  • Operational optimization

    • Workflow streamlining
    • Asset management
    • Predictive maintenance
    • Demand forecasting
    • Supply chain optimization
  • Customer analytics

    • Customer segmentation
    • Personalized marketing
    • Market trend prediction
    • Sentiment analysis
    • Recommendation systems
  • Risk management

    • Fraud detection
    • KYC automation
    • Investment management
  • Big data management

    We collect, process and store data by establishing ETL processes, which involve extracting data from selected sources, transforming it based on business logic and loading it into data warehouses and data lakes.
  • Data engineering

    We transform the data so that it can be processed by algorithms. Our data engineers perform data cleaning and feature selection to detect biased data, limit bias and avoid overfitting problems in the subsequent modeling phase.
  • Data modeling

    We build data models, including machine learning models, with cleansed data sets, enabling them to recognize patterns and relationships between data points, shed light on their dynamics and provide useful business insights.
  • Data visualization

    We implement stand-alone or integrated data visualization tools, such as dashboards and other types of visual data exploration interfaces, to ensure crystal-clear data storytelling and facilitate decision making.

Thanks to our extensive knowledge of the leading AI-oriented tools, platforms and services on the market, we select an appropriate technology stack to deliver impressive solutions.

Libraries and frameworks
Network architectures
AI and ML services
Data integration tools
Data storage services
Data analytics platforms
Data visualization tools
  • TensorFlow
  • KerasPyTorch
  • Scikit-Learn
  • Theano
  • MXNet
  • NumPy
  • NLTK
  • Pandas
  • Caffe
  • MLlib
  • SparkML
  • Sonnet
  • DarkNet
  • Catboost
  • XGBoost
  • LightGBM
  • Annoy
  • Faiss
  • NvidiaDigits
  • OpenCV
  • Microsoft Cognitive Toolkit
  • Neural radiance field (NeRF)
  • Convolutional neural network (CNN)
  • Recurrent neural network (RNN)
  • YoloNet
  • Skeleton detection
  • U-Net
  • Generative adversarial network (GAN)
  • AlphaPose
  • Pose2Seg
  • RetinaFace
  • DBSCAN
  • Clustering algorithms
  • Regression algorithms
  • Classification algorithms
  • Amazon SageMaker
  • Amazon Rekognition
  • Amazon Lex
  • Amazon Polly
  • Azure Machine Learning
  • AWS Deep Learning AMIs
  • Azure Cognitive Services
  • Azure Bot Service
  • Azure Language Understanding
  • Cloud Machine Learning Engine
  • Cloud Vision API
  • Cloud Natural Language AI
  • Cloud Speech API
  • DialogFlow
  • Amazon Transcribe/Amazon Polly
  • Amazon Comprehend
  • Google Cloud AutoML
  • NVIDIA CUDA
  • OpenAI API
  • Azure Data Factory
  • Azure Functions
  • Azure Event Grid
  • Azure Event Hubs
  • Azure Databricks
  • Microsoft SQL Server Integration Services
  • AWS Glue
  • AWS Data Exchange
  • Apache Nifi
  • Talend
  • Informatica PowerCenter
  • Dell Boomi
  • MuleSoft Anypoint Platform
  • IBM InfoSphere Information Server
  • Oracle Data Integrator
  • SnapLogic
  • Syncsort
  • Striim
  • Pentaho
  • Fivetran
  • Matillion
  • Azure Blob Storage
  • Azure Data Lake Storage
  • Azure SQL Database
  • Azure SQL Database Elastic Pool
  • Azure SQL Managed Instance
  • Azure Cosmos DB
  • Microsoft SQL Server
  • Amazon S3
  • Amazon Redshift
  • Amazon Aurora
  • Amazon RDS
  • Amazon DynamoDB
  • Amazon ElastiCache
  • PostgreSQL
  • MySql
  • Oracle
  • Google Cloud Storage
  • IBM Cloud Object Storage
  • SAP HANA
  • SQLite
  • Teradata
  • Azure Analysis Services
  • Azure Stream Analytics
  • Azure Synapse Analytics
  • Microsoft SQL Server Analysis Services
  • Microsoft Power BI
  • Grafana
  • QlikView
  • Tableau
  • Sisense
  • Amazon Athena
  • Amazon Redshift
  • Amazon Kinesis Data Analytics
  • Google Cloud Storage
  • IBM Cloud Object Storage
  • SAP HANA
  • SQLite
  • Teradata
  • Datawrapper
  • Chartist.js
  • matplotlib
  • seaborn
  • bokeh
  • Plotly
  • Altair
  • ggplot
  • Infogram
  • Google Charts
  • Fusion Charts
  • D3.js

Techs & Tools we are proficient in:

Programming languages

  • .Net

  • C++

  • Golang

  • Java

  • JavaScript

  • Kotlin icon

    Kotlin

  • Php

  • Python

  • Qt

  • Rails

  • Rust

  • Scala

  • Swift icon

    Swift

Databases

NoSQL Databases
  • Apache HBase

  • Apache Nifi

  • Cassandra

  • MongoDb

  • Neo4j

  • Redis

SQL Databases
  • MicrosoftSQL

  • MySql

  • Oracle

  • PostgreSQL

Cloud

  • AWS - Amazon Web Services

    AWS

  • Microsoft Azure

    Azure

  • DigitalOcean

    DigitalOcean

  • Google Cloud

    Google

  • IBM Cloud

    IBM

Big Data

  • Apache Spark

  • Apache Storm

  • Confluent

  • Databricks

  • Hadoop

  • Hive

  • Kafka

  • Snowflake

Machine learning & Data Science

  • Alteryx

  • Apache Mahout

  • Keras icon

    Keras

  • Mathworks icon

    MatLab

  • OpenCV

  • PyTorch icon

    PyTorch

  • logo--r-script

    R

  • Scikit-learn

    Scikit-Learn

  • SpaCy

  • TensorFlow icon

    TensorFlow

  • Theano

DevOps

CI/CD & Automation
  • Ansible

  • CircleCI

    CircleCI

  • file_type_cloudfoundry

    Cloud Foundry

  • GitHub Actions

    GH Actions

  • Git

  • GitHub

  • GitLab

  • Jenkins

  • Packer

  • Tekton

    Tekton

  • Terraform

  • Travis CI

Containerization
  • Apache Mesos

  • Docker

  • Kubernetes

  • logo--openshift

    OpenShift

Monitoring
  • Datadog icon

    DataDog

  • Grafana

  • Prometheus icon

    Prometheus

Security & Testing
  • Gremlin

    Gremlin

  • HashiCorp Vault

  • selenium

    Selenium

  • Snyk icon

    Snyk

Blockchain

Platforms
  • EOS

  • Ethereum

  • Graphene

  • Hyperledger

  • Solana

Development tools & languages
  • OpenZeppelin

    OpenZeppelin

  • file_type_solidity

    Solidity

  • Vyper

  • Waffle

Front & Back End Frameworks

  • angular

    Angular

  • Astro

    Astro

  • django

    Django

  • Flask

  • Flutter

  • Gatsby

  • GraphQL

  • Hugo

  • Next.js

  • Node.js

  • React

    React

  • Vue.js

    Vue