Data Science

Empower Your Business with Data Science Solutions

Data science solutions are fast becoming a necessity for making data-driven decisions. At JMS Analytics, we specialize in transforming data into powerful insights that are clear, easy to understand and impactful. 

Our Core Services

A/B Test Result Analysis

Making Smarter, Informed Decisions

Whether its website design, e-commerce strategies, marketing campaigns or any other area of testing, let us transform your a/b test result data into actionable insights so you can see which version worked better and why. Our analysis is impeccable and our communication is clear and concise.

Exploratory Data Analysis

Uncovering Hidden Gems

We dive deep into your datasets, employing statistical techniques and data visualization skills that reveal patterns and trends in your data. Whether you’re in the early stages of data gathering or have petabytes of unexplored data, let us do the detective work so you can spend your time elsewhere.   

Forecasting

Navigating the Future with Accuracy

Your sales, revenue, inventory or other sequential, time-based data have a hidden pulse and pattern. Using our expertise in building and deploying ML models for time series data, we can transform your data into a window to the future, generating predictions that are accurate and insightful. 

Specialized ML Models

Crafting Intelligent Solutions

If you have customers to segment, outcomes to predict, or anomalies and outliers in your data to detect, our expertise with advanced ML models for classification, regression and anomaly detection will enable you to stay a step ahead in order to take timely action or mitigate risks.

Our Approach

Our data science service delivery approach is rooted in a meticulous and collaborative process with our clients. We begin by thoroughly understanding your requirements and pain points, ensuring solutions are tailored to your needs. We work closely with you to clean and organize your data, setting a solid foundation for analysis. And we prefer to deliver our solutions using Hex, a cloud-based analytical notebook platform. Hex allows us to provide you with a polished product containing production-ready Python or SQL code, without the hassle of environment-specific errors.

Recent Projects

(data masking is used to protect client confidentiality)

  • Classifying Low-Sales Holidays to Assist in Business Closure Decisions

    Machine learning model to identify holidays with lower customer traffic, in order to reduce operational costs while minimizing customer impact. The model’s one-year lead allows OC with advanced notice of closures. Read more

  • Analyzing Hours of Operation Truncation and Customer Impacts

    Widget Inc conducted an analysis to assess the impact of truncating store hours on its customers. The analysis revealed a peak in sales in the middle of the day, with fewer sales in the early morning and late afternoon. The results indicate that reducing store hours would likely impact only a few customers while significantly… Read more

  • Predicting Vehicle Weights During Scale Outages

    ABC Waste Inc has developed a machine learning model to predict load weight amid scale outage or malfunction. The model, trained and tested on over 4 million records, has shown parity with real weight measurements, with a Mean Absolute Error of just .03 tons. Its deployment can save significant costs while maintaining accurate weight-based fee… Read more

  • Forecast Performance Monitoring and Next Year Financial Outlook

    The finance team at XYZ Holdings has adopted a data integration and interactive analytic Python and SQL tool to streamline their tracking of key performance indicators (KPIs). This tool has improved data analysis by providing on-demand KPI trends and enabling accurate yearly comparisons. The initiative has helped optimize resources, enabling staff to focus on higher… Read more

Toolkit