Mosaic Data Science

Mosaic Data Science Machine learning, artificial intelligence, data science, predictive analytics are more than just buzzwords to us, they are our core business

Mosaic has a decade of data science experience. Much of our work has centered on transportation, especially improving the efficiency and safety of commercial, civilian, and military air traffic. Our consultants have experience in many verticals. Our data scientists have decades of experience, with graduate credentials from first-tier institutions such as MIT, Stanford, and Cornell. We have consult

Mosaic has a decade of data science experience. Much of our work has centered on transportation, especially improving the efficiency and safety of commercial, civilian, and military air traffic. Our consultants have experience in many verticals. Our data scientists have decades of experience, with graduate credentials from first-tier institutions such as MIT, Stanford, and Cornell. We have consult

Operating as usual

Mosaic Sr Data Scientist Evan Lynch presenting on integrating #machinelearning and #optimization to solve scheduling pro...
10/14/2021

Mosaic Sr Data Scientist Evan Lynch presenting on integrating #machinelearning and #optimization to solve scheduling problems at @weareuai’s Utility Analytics Week 2021!

We aren’t saying to scrap traditional #hypothesistesting – they are still quite powerful and used extensively at Mosaic ...
06/23/2020
Expanding Hypothesis Testing with Data Science | Mosaic White Paper

We aren’t saying to scrap traditional #hypothesistesting – they are still quite powerful and used extensively at Mosaic – but adding other tools to the toolbox, only makes #analytics more powerful. The only limits to applying creative #datascience techniques lie within our ability to think of problems for them to solve.

https://www.mosaicdatascience.com/2020/05/07/expanding-hypothesis-testing-with-data-science/https://www.mosaicdatascience.com/2020/05/07/expanding-hypothesis-testing-with-data-science/?utm_source=social&utm_medium=facebook

In our data science consulting white paper, Mosaic examines how data scientists can expand traditional hypothesis testing techniques.

#NLP and #textmining offer firms the ability to #automate manual tasks, helping to fuel #digitaltransformation. Read mor...
06/19/2020
NLP Development | Mosaic Data Science | PO Email Classifier

#NLP and #textmining offer firms the ability to #automate manual tasks, helping to fuel #digitaltransformation. Read more about Mosaic helped this supply chain group automate purchase order review using NLP.

http://ow.ly/7omT50A8kpJ

Mosaic is an innovative machine learning consulting firm providing data science consultants to firms who want to NLP development to their text data.

Interesting read from Analytics India Magazine on the application of remote work to analytics development. https://analy...
06/17/2020
How Businesses Can Build Trust With Their Remote Analytics Professionals Who Handle Critical Data

Interesting read from Analytics India Magazine on the application of remote work to analytics development.

https://analyticsindiamag.com/how-businesses-can-build-trust-with-their-remote-analytics-professionals-who-handle-critical-data/

The COVID-19 pandemic has forced businesses to rethink their workplace orientation, where the majority of them have transitioned to remote working for almost all their employees. However, this whole culture shift of working from home has brought in some concerns and challenges for the business leade...

Interested to leverage our expertise on a cutting-edge AI/ML application? Check out our engagement model fact sheet to s...
06/12/2020

Interested to leverage our expertise on a cutting-edge AI/ML application?

Check out our engagement model fact sheet to see how we work with others!

http://ow.ly/s6jA50A2hY6

Executives thought they could drive even more gasoline sales through further discounting to their members. They needed t...
06/11/2020
Loyalty Program Analytics | Mosaic Data Science Case Study

Executives thought they could drive even more gasoline sales through further discounting to their members. They needed to measure if dropping the price per gallon drove more sales volume, validating their beliefs. Instead of relying on ‘tribal’ knowledge, the company reached out to Mosaic to take a data driven approach on #loyalty program analytics.

http://ow.ly/iuvi50A2i1D

Mosaic Data Science, an innovative predictive analytics consulting company, designed a price discounting experiment to provide loyalty program analytics.

By bringing dynamic #softwaredevelopment & expertise into #deeplearning development, Mosaic Data Science & Mosaic Softwa...
06/10/2020
Computer Vision | Mosaic Data Science | AI Consulting

By bringing dynamic #softwaredevelopment & expertise into #deeplearning development, Mosaic Data Science & Mosaic Software are poised to build a custom #computervision system that will save your firm millions.

http://ow.ly/psSN50A2hEm

Mosaic offers unique & innovative AI consulting, including specific expertise in computer vision and deep learning algorithm applications.

As enterprises increasingly leverage data and algorithms to make critical decisions, they also face the risk of inadvert...
06/09/2020
Algorithm Auditing Services | Mosaic Data Science

As enterprises increasingly leverage data and algorithms to make critical decisions, they also face the risk of inadvertently deploying algorithms or models that automatically take actions or propose decisions that are not in alignment with organizational values or even violate regulations or expose the organization to legal risks.

Read more about Mosaic's #algorithm auditing services!

http://ow.ly/qp3e50A2hJr

Mosaic Data Science, a top machine learning consulting company, provides algorithm auditing services for firms that need to track bias in algorithms.

Mosaic helped a leading hotel operator more accurately predict room demand using advanced #machinelearning models. The n...
05/29/2020
Forecasting Hotel Room Demand Case Study | Mosaic Data Science

Mosaic helped a leading hotel operator more accurately predict room demand using advanced #machinelearning models. The new tool outperformed a legacy analytics system across global properties.

http://ow.ly/MGuS50zQcnD

Mosaic is an innovative machine learning consulting firm providing data science consultants to help with projects like forecasting hotel room demand.

Datas cience techniques, specifically predictive analytics, #machinelearning, & #artificialintelligence, allow firms to ...
05/28/2020
Combat Supply Chain Disruptions with Data Science

Datas cience techniques, specifically predictive analytics, #machinelearning, & #artificialintelligence, allow firms to fortify their #supplychain for such disruptions by way of accurate visibility, #simulation, & #automation

http://ow.ly/T8Bn50zQcPn

Mosaic muses on how companies combat supply chain disruptions using data science techniques like AI & ML to foritfy decisions.

A national residential energy supplier approached Mosaic because they wanted to understand current customers and to iden...
05/27/2020
Unsupervised Customer Segmentation Case Study | Geo-based Marketing

A national residential energy supplier approached Mosaic because they wanted to understand current customers and to identify high potential areas to target for new customer acquisition.

Mosaic deployed #unsupervisedlearning approaches for #customersegmentation.

http://ow.ly/AVNc50zQcQq

Mosaic, a top machine learning consulting company, built an unsupervised customer segmentation model to be used for geo-targeted marketing.

According to Gartner, 85% of businesses are still relatively immature in adopting #analytics into their workflow. Compan...
05/26/2020
Deploy Predictive Analytics Efficiently & Effectively

According to Gartner, 85% of businesses are still relatively immature in adopting #analytics into their workflow. Companies who have resisted the wave of digital transformation are not only at a significant disadvantage of losing customers, but they are at extreme risk of closing their doors during a quarantine because they refuse to rethink operating models and leverage data and analytics to inform adaptations.

https://www.mosaicdatascience.com/2020/03/24/deploy-predictive-analytics-efficiently/

Deploy predictive analytics and moving fast is a key strength here at Mosaic. In this blog we explore how businesses can do just that.

The retailer identified two key #pricingoptimization opportunities where they needed help. They needed to be able to pri...
05/21/2020
Price Elasticity of Demand Analytics | Retail ML Case Study

The retailer identified two key #pricingoptimization opportunities where they needed help. They needed to be able to price their seasonal apparel items in order to gain as much revenue as possible before the season is over, and they wanted to optimize the price of basic goods in their promotional catalog.

http://ow.ly/mxEH50zJqH3

Mosaic provided cutting edge AI consulting to unlock valuable data insights for retail clients through price elasticity of demand analytics.

A prominent energy firm wanted to create an internal reverse image search capability to apply to a database consisting o...
05/19/2020
Deep Learning Case Study | Deep Ranking for Image Similarity

A prominent energy firm wanted to create an internal reverse image search capability to apply to a database consisting of images extracted from millions of digital and scanned documents. The image search would allow analysts to quickly retrieve relevant content from within this large library of document.

#Computervision #AI #Deeplearning

http://ow.ly/ZqkZ50zJqBb

Mosaic, a top performing machine learning consulting firm, offers advanced analytics consulting for businesses looking to apply deep learning and AI.

In this post we explain why the assumption about industry experience is outdated—why often industry experience detracts ...
05/18/2020
Industry Experience in Data Science | How Important is It?

In this post we explain why the assumption about industry experience is outdated—why often industry experience detracts from the best possible application of #datascience to business decisions that merit scientific analysis.

http://ow.ly/PzNB50zJqwb

Mosaic, a leading AI development company, has written a blog post on the application of industry experience in data science.

With the recent explosion of data and decrease in storage & computing costs, all businesses have a tremendous opportunit...
05/15/2020
Expanding Hypothesis Testing with Data Science | Mosaic White Paper

With the recent explosion of data and decrease in storage & computing costs, all businesses have a tremendous opportunity to collect, aggregate, analyze, and optimize against almost any business question an executive can dream up.

If a decision maker is only relying on their ‘gut’, they are not only behind the times, but at high risk of losing competitive advantage, customers and market share.

http://ow.ly/HgUQ50zDYN3

In our data science consulting white paper, Mosaic examines how data scientists can expand traditional hypothesis testing techniques.

Building off our blog post from yesterday, Mosaic writes a follow up piece to interpreting & using #machinelearning insi...
05/13/2020
Human Acceptance in Machine Learning | Data Science Blog

Building off our blog post from yesterday, Mosaic writes a follow up piece to interpreting & using #machinelearning insights for human decision makers.

In today's post, we illustrate explainability using resume matching as a use case.

http://ow.ly/FFUk50zDZhm

Mosaic is a top AI consultning company, in this blog we examine human acceptance in machine learning, and how decisions should be made.

Data scientists are a scarce commodity, and are likely to remain so for years to come. At the same time, #datascience ca...
05/07/2020
Data Science Consultants Blog | How to Make the Most of your DS Dollar

Data scientists are a scarce commodity, and are likely to remain so for years to come. At the same time, #datascience can create a substantial competitive advantage for early adopters who make the best use of their scarce data-science resources.

Our blog explores how businesses can best allocate to achieve data driven decision making.

http://ow.ly/nzo650zvYyc

Mosaic provides a market overview from practicting data scientists, and we share how companies can take advantage of data science consultants.

#Textmining and #NLP provide businesses significant cost reductions through automation and precision, yet many businesse...
05/06/2020
NLP: Geeking out with Words | AI Development Blog

#Textmining and #NLP provide businesses significant cost reductions through automation and precision, yet many businesses do not have the data science depth to make these models work for them.

In our #AI blog series, Mosaic provides an introduction to Natural Language Processing and the models that turn text to insights.

http://ow.ly/cAaf50zvYcT

Mosaic provides cutting edge ML and AI development, in this blog we examine the design and deployment of NLP for businesses.

#Weather has a high impact on operations in many industries, and therefore is of great value to integrate into strategic...
05/05/2020
Fusing Weather Data into Machine Learning Predictions

#Weather has a high impact on operations in many industries, and therefore is of great value to integrate into strategic decision making.

In our white paper, Mosaic gives pragmatic insights on how best to incorporate this data into #machinelearning development.

https://www.mosaicdatascience.com/2020/03/22/fusing-weather-data-into-machine-learning-predictions/

Mosaic muses on expertise integrating weather data to fuel machine learning predictions, inclusing two real-world applicaitons.

Firms can harness the potential of #analytics in minimizing the risk of stock-outs, maximizing inventory returns and inc...
05/01/2020
Predictive Inventory Planning Blog | Mosaic Data Science

Firms can harness the potential of #analytics in minimizing the risk of stock-outs, maximizing inventory returns and increasing brand loyalty. #Datascience techniques like #artificialintelligence and #machinelearning modeling can help companies comprehensively plan their #inventory based on predicted demand while accounting for other statistically significant factors.

https://www.mosaicdatascience.com/2019/10/28/predictive-inventory-planning-athletics-blog/

Mosaic, a top predictive analytics consulting company, writes on how athletic good reatilers & manufacturers can deploy predictive inventory planning.

The ability to find a set of images that are in some way similar to a given image has multiple use cases—from visual sea...
04/29/2020

The ability to find a set of images that are in some way similar to a given image has multiple use cases—from visual search to duplicate product detection to domain-specific image clustering. Google’s Reverse Image Search is an example of a general-purpose image similarity tool that retrieves similar images to a query image.

Mosaic built a similar, #AI based capability for one of our clients. The tool allows users to scan millions of documents to find relevant information.

http://ow.ly/Qj0t50zpWtB

#DeepLearning methods use neural network architectures to ingest data streams and output insights to a user. Seems easy ...
04/28/2020
Computer Vision Introduction | Mosaic Data Science Blog Series

#DeepLearning methods use neural network architectures to ingest data streams and output insights to a user. Seems easy right? Just implement a convolutional neural network, and you are good to go.

Without understanding the mechanics behind these models, you run the risk of not understanding the outputs, not being able to tune the model or not being able to translate analytics to business terms.

http://ow.ly/WTNz50zpWeu

Mosaic Data Science, a top artificial intelligence consulting company, writes on experiences using computer vision, a powerful deep learning technique.

Many in the market have told us they have projects they’d like to start immediately, but they are short-staffed or their...
04/24/2020

Many in the market have told us they have projects they’d like to start immediately, but they are short-staffed or their #datascientists lack the relevant #ML expertise to undertake a new initiative. In response to this market demand, Mosaic offers a staff augmentation model to meet our clients’ machine learning & #analytics needs.

http://ow.ly/80CI50zjoIw

As budgets tighten, applying #MachineLearning to your vehicle performance data is a great way to make the most of your i...
04/23/2020

As budgets tighten, applying #MachineLearning to your vehicle performance data is a great way to make the most of your investments. The Navy recently awarded a Phase II contract to Mosaic to develop innovative #ML and #AI solutions using in-flight performance data from the E-2D Hawkeye. We are excited to support Naval Air Systems Command (NAVAIR) and look forward to helping you too

Working in conjunction with subject matter experts, #datascientists can swiftly apply statistical tools and uncover emer...
04/22/2020
Deploy Predictive Analytics Efficiently & Effectively

Working in conjunction with subject matter experts, #datascientists can swiftly apply statistical tools and uncover emerging trends. This is extremely valuable for companies trying to operate in a disruption. Not only will executives have an accurate representation of their present situation, but new products & services can be devised from these insights.

Check out our latest #ML & #AI blog post.

http://ow.ly/mko550zjp3O

Deploy predictive analytics and moving fast is a key strength here at Mosaic. In this blog we explore how businesses can do just that.

Address

540 Fort Evans Rd NE Ste.300
Leesburg, VA
20176

Opening Hours

Monday 9am - 5pm
Tuesday 9am - 5pm
Wednesday 9am - 5pm
Thursday 9am - 5pm
Friday 9am - 5pm

Telephone

(800) 405-8576

Products

Machine Learning Strategy, Development & Deployment

Predictive & Prescriptive Analytics Strategy, Development & Deployment

Data Engineering at Scale

Data Science Training

Enterprise Advanced Analytics Assessment

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Our Story

Machine learning, artificial intelligence, data science, predictive analytics are more than just buzzwords to us, they are our core business.

Mosaic is a leading data science consulting company focused on helping organizations build and deploy actionable analytics solutions. Our customers are as varied as the techniques we use – some just starting their first predictive analytics project; others with deep in-house machine learning expertise.

Whether you are looking for additional bandwidth to prototype a cutting-edge algorithm or simply want to know what “big data” means and if it applies to you, we’ve got you covered. Our world-class team of analytics professionals will work with your business, starting wherever you are now. From quick proof-of-concept (POC) sprints to enterprise-scale AI deployments, we are flexible and focused on efficient delivery of value. We can also “teach your team to fish” with targeted training workshops and strategic consulting.

With backgrounds in diverse fields such as operations research, social and life sciences, physics, math, and engineering, our team will generate creative solutions that combine industry best practices with innovative ideas. We will make sure your stakeholders understand what we are building and why so they have the confidence to rely on the tools we help you create.

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