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Data Science Consulting Services

Data science services help companies run experiments on their data in search of business insights. ScienceSoft renders data science consulting leveraging Machine Learning, Artificial Intelligence, and Deep Learning technologies to meet our clients’ most deliberate analytics needs.

Data Science Consulting Services - ScienceSoft
Data Science Consulting Services - ScienceSoft

Use Cases ScienceSoft Covers with Data Science Services

Operational intelligence

Optimizing process performance due to detecting deviations and undesirable patterns and their root-cause analysis, performance prediction and forecasting.

Supply chain management

Optimizing supply chain management with reliable demand predictions, inventory optimization recommendations, supplier- and risk assessment.

Product quality

Proactively identifying the production process deviations affecting product quality and production process disruptions.

Predictive maintenance

Monitoring machinery, identifying and reporting on patterns leading to pre-failure and failure states.

Dymanic route optimization

ML-based recommendation of the optimal delivery route based on the analysis of vehicle maintenance data, real-time GPS data, route traffic data, road maintenance data, weather data, etc.

Customer experience personalization

Identifying customer behavior patterns and performing customer segmentation to build recommendation engines, design personalized services, etc.

Customer churn

Identifying potential churners by building predictions based on customers’ behavior.

Sales process optimization

Advanced lead and opportunity scoring, next-step sales recommendations, alerting on negative customer sentiments, etc.

Financial risk management

Forecasting project earnings, evaluating financial risks, assessing a prospect’s creditworthiness.

Patient treatment optimization

Identifying at-risk patients, enabling personalized medical treatment, predicting possible symptom development, etc.

Image analysis

Minimizing human error with automated visual inspection, facial or emotion recognition, grading, and counting.

Two years ago, we commissioned ScienceSoft to audit and upgrade our partially developed AI-based software for clay pigeon shooting tracking. 

ScienceSoft ramped up a development team consisting of two C++ developers, two data scientists, and a UI design expert to fulfill the project. The team identified core errors, which didn’t allow efficient solution operation, and implemented high-speed convolutional neural networks to fix them. As a result, the system could track a flying target in a real-life outdoor environment and faultlessly detect shooter’s performance.

Simen Løkka, CEO, Travision AS

What Our Data Science Services Include

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Try Data Science Consulting for Free!

Reach out to our data science experts and see how data science consulting can help deliver more value to your business.

Cooperation Models We Offer

Data science solution implementation

  • Easy access to the required experience or resources.
  • Building a smoothly functioning data science solution tailored to your unique business needs.
Go for implementation

Data science improvement consulting

  • Strategic and tactical guidance.
  • Overcoming problems (noisy or dirty data, inaccurate predictions, etc.) in a data science project.
Go for Improvement

Ongoing data science consulting and support

  • Continuous support and evolution of your data science initiative to increase the quality of insights.
  • Adjusting the ML models to the changing environment.
Go for support
  • No investment in in-house data science competencies.
  • Getting advanced data analytics insights derived with data science technologies or enhancing the existing data science initiatives.
Go for Data Science as a Service

Methods and Technologies We Use

To get to the valuable insights that your data hides, we apply both proven statistical methods and elaborate machine learning algorithms, including such intricate techniques as deep neural networks with 10+ hidden layers.

Methods

Statistics methods

  • Descriptive statistics
  • ARMA
  • ARIMA
  • Bayesian inference, etc.

Non-NN machine learning methods

  • Supervised learning algorithms, such as decision trees, linear regression, logistic regression, support vector machines.
  • Unsupervised learning algorithms, for example, K-means clustering and hierarchical clustering.
  • Reinforcement learning methods, such as Q-learning, SARSA, temporal differences method.

Neural networks, including deep learning

  • Convolutional and recurrent neural networks (including LSTM and GRU)
  • Autoencoders
  • Generative adversarial networks (GANs)
  • Deep Q-network (DQN)
  • Bayesian deep learning

Technologies

Programming languages

Python
Practice
Practice 10 years

Projects

Projects 50+
Workforce
Workforce 30

ScienceSoft's Python developers and data scientists excel at building general-purpose Python apps, big data and IoT platforms, AI and ML-based apps, and BI solutions.

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C++
Practice
Practice 34 years
Workforce
Workforce 40

ScienceSoft's C++ developers created the desktop version of Viber and an award-winning imaging application for a global leader in image processing.

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Frameworks

Related Data Science Services We Offer

Advising on and developing ML-power solutions to help companies find hidden patterns in massive amount of data to enable accurate predictions and forecasting, root-cause analysis, automated visual inspection, etc.

Big data consulting, implementation, support, and big data as a service to help companies store and process big data in real-time as well as retrieve advance analytics insights out of huge datasets.

Designing and developing custom image analysis software.

Retrieving valuable insights out of large, heterogeneous and constantly changing data sets without investing in an in-house data mining talents.

Stop Missing Out on Data Science Benefits!

If you are ready to employ elaborate analytical technologies such as machine learning and deep neural networks to improve performance and find new business opportunities, ScienceSoft can back up your project with data science best practices.