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Data Science Consulting services

Data Science Consulting services

Generate AI and ML based solutions to mitigate risks and identify opportunities

Are your advanced analytics capabilities falling short of your expectations?

Data science solution implementation comes with its own set of challenges like fragmented data, lack of data science skills like identifying the right tools and techniques for training and deployment.

With the right partner, eliminate all the shortcomings and get seamless data science services integrating all your AI and ML models across the data lifecycle & increase time-to-value of your advanced analytics models.

Data Science

What you can do with Data Science & Machine Learning Capabilities

Customer Churn Analysis

Take proactive measures by identifying patterns and factors contributing to customer attrition

Personalized Marketing

Deliver tailored marketing campaigns, enhancing customer engagement and conversion rates

Route Optimization

Optimize logistics routes and schedules based on historical and real-time data

Risk Modelling

Analyze complex data to assess and predict financial risks and potential earnings

Process Optimization

Identify inefficiencies and bottlenecks in business processes, and automate repetitive tasks

Predictive maintenance

Anticipate equipment failures and reduce downtime by enabling proactive scheduling

How Data Science Consulting can be useful

Data Science Consulting

Polestar's Data science services

Data science services

Build solid infrastructure and frameworks that your analysis can rely on. Transform all your structured, unstructured, and semi-structured data for insight generation. With Polestar:

  • Build a data strategy
  • Data fabric and Data mesh infrastructure
  • Data pre-processing, wrangling, management, and transformation
  • Develop statistical techniques
  • Connect with data visualization for real-time dashboards
  • Data Mining and Web scraping
  • Topic Modelling

With statistical and algorithmic modelling map quantifiable business outcomes. Build innovative AI accelerator services - with solutions and methods like:

  • Regression & Forecasting
  • Classification & Clustering
  • Time series analysis
  • Predictive maintenance
  • Planning and Budgeting
  • Sales Process Optimization
  • Geo-spatial analysis
  • Risk Modelling
  • Supply chain optimization

Drive your data-driven decision-making engine by rapidly developing and deploying custom machine learning models for scalable innovation. Some of our custom AI/ML services include:

  • Recommendation Engines
  • Sentiment Analytics
  • Custom build Chatbot
  • Generative AI integration
  • Custom API integrations
  • ML integration into other application
  • Model evaluation
  • AI-based Resume parsing
  • Knowledge representation & Text analysis
What kind of data science services are you looking for? We have them all!
  • Data Science Implementation for building fully functioning solutions
  • Data Science Model Optimization and improvement for overcoming challenges in existing projects
  • Data Science Support and Consulting for continuous support
  • DSaaS when you want insights from your data without the burden of investments
Get Data Science Consulting
Data Science Consulting Circle

Case Studies: How our data science services helped create data-driven culture

With advanced analytics capabilities you can segment suppliers based on spend and criticality and assess their performance with scorecards. You can

  • Estimate projected savings
  • Forecast raw material requirement for the next time-period
  • Analyze the profitability-cost saving for a supplier change
Supplier Analytics

Identify possible fraud with an event or approach driven process to:

  • Calculate the Value at risk
  • Report suspicious activity
  • Test Stress against multiple macro-economic scenarios
  • Recognize patterns
  • Score frauds
  • Train and Retrain data
Fraud Identification

Build custom chat-bots for multiple scenarios and needs. Some use-cases we have expertise in building:

  • Customer onboarding
  • Support Service to get easy answers
  • Complaint management to take up one and forward to respective departments
Conversational AI

Create forecasts for multiple products even with different data streams with a multi-algorithmic approach.

  • SMA
  • Neural Networks
  • Non NN, etc.

Choose the best performing algorithm for each product separately

Demand Forecasting

Our Team

Polestar's Data Science team has the right mix of resources right from data scientists to industry leaders to provide a set of diverse skill set to solve all kinds of data science and advanced analytics use cases.

Data Science Consulting

Methods, technologies, and algorithms we deploy

  • Descriptive Statistics
  • Prescriptive Statistics
  • Predictive Statistics
  • Time-series methods
    1. ARMA
    2. ARIMA
  • Bayesian inference

  • Supervised learning
    1. Decision trees
    2. Logistic regression
    3. SVM
  • Unsupervised learning
    1. Classification
    2. Clustering
    3. Apriori
  • Reinforced learning

  • Deep learning
  • Deep Q-Network
  • Multi-layer perceptron
  • LMS and Backpropagation
Methods, technologies, and algorithms

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