Analytics and Machine learning

Machine learning offers new opportunities to transcend traditional data analysis. We combine advanced statistical modeling, machine learning algorithms, and cutting-edge technologies to empower organizations with actionable insights that put your data to work. Our consultants work collaboratively to unlock the hidden patterns and trends within an organization’s data, helping you anticipate challenges and create opportunities.

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Our Analytics & Machine Learning Capability Portfolio

Explore how we can help you uncover the stories within your data that will help you identify the next-best-action to make decisions that accelerate your growth and profitability.

Statistical Analysis

Our advanced statistical techniques and machine learning algorithms help uncover hidden patterns, correlations, and trends in your data. We specialize in regression analysis, time series analysis, classification, and clustering. Our expertise includes hypothesis testing, Bayesian inferences, and probabilistic graphical models. We also focus on data observability and provide predictive and prescriptive analytics to drive informed decision-making and strategic insights.

Storytelling Through Data Visualization

We create interactive and visually appealing dashboards using modern tools like Tableau, Power BI, and Alteryx. Our smart and intuitive dashboards make data exploration easy, providing actionable insights at a glance. Through data storytelling, we convey powerful narratives using data-driven insights to engage stakeholders and drive impact. Additionally, we deliver customized visual solutions tailored to meet unique business needs, elevating decision-making processes.

ML Model Development

We specialize in ML model development, offering customized machine learning models tailored to your specific business needs. We provide comprehensive data preparation and exploration, feature selection, and model selection and customization. Our expertise extends to model training and optimization, including hyperparameter tuning, ensemble methods, and regularization, ensuring your models perform at their best and deliver actionable insights.

MLOps

We are experts in deploying and integrating ML models into your existing systems and workflows to ensure scalability and performance. Our services encompass monitoring and maintenance to track model performance, detect concept drift, and handle model decay. We build highly scalable ML deployment architectures using AWS, Azure, and Databricks, and provide continuous model monitoring and MLOps to maintain optimal model functionality.

Our Service Portfolio

Explore how our tailored services translate into real-world solutions, addressing the intricate challenges businesses face today.

Data Strategy and Roadmap Development

  • Comprehensive data audits to identify opportunities.
  • Development of tailored data strategies aligned with business goals.
  • Implementation of robust data governance frameworks.

Advanced Analytics and Machine Learning

  • Predictive modeling for forecasting and optimization.
  • Customer segmentation and profiling for targeted marketing.
  • Anomaly detection for fraud prevention and risk mitigation.
  • Natural language processing for text analytics and sentiment analysis.

Data Visualization and Storytelling

  • Interactive dashboards and reports for intuitive data exploration.
  • Data storytelling to communicate insights effectively.
  • Customized visualizations to meet specific business needs.

Cloud-Based Analytics Solutions

  • Design and implementation of scalable cloud analytics architectures.
  • Leverage cloud technologies for cost-effective data storage and processing.
  • Enable real-time analytics and insights.

Client Success Stories

High Growth Pharma Company

Fresh Gravity was engaged by one of the fastest-growing pharmaceutical companies in the world to analyze the performance of its flagship drug in a tightly regulated environment surrounding drug adherence.

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Leading Pharmaceutical Company

Fresh Gravity implemented a solution leveraging two NLP algorithms: TD-IDF and BERT. This helped in accurately identifying more than 95% of pregnancy cases in the production environment.

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Major Biorepository

The biorepository organization engaged Fresh Gravity to produce an algorithmic optimization approach for its shipping functions. The goals were to reduce cost and complexity by automating packing and shipping configurations as well as providing cost estimates for both freight and handling.

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Global Biopharma Company

Fresh Gravity team has implemented Reltio MDM mastering HCP/Investigator, HCO/Facilities, and Address. Implementing Reltio RDM provided the interface to Data Stewards to define specialized references without depending on IT.

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Israeli Multinational Pharma Company

Fresh Gravity worked closely with the pharmacovigilance team to document all the business rules used today to extract information from safety cases. We successfully extracted 11 different entities from ArisG where accuracy of extraction was more than 90%.

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Other Services

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Data Management

Your data is an asset. We can help you eliminate duplication across the enterprise, organize disconnected data, accelerate innovation, increase trust in data, enable insights, enhance decision-making, and more.

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Artificial Intelligence

Don’t get left behind. We will bring you deep learning, natural language processing (NLP) and generative AI expertise to position you for the next generation of computing.

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Contact Us

    Discover the future of data and analytics with our services. Contact us to revolutionize your data approach.

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