Machine Learning Services and Solutions

You need the experience and world-class expertise of a team that has built thousands of machine learning and data management systems for dozens of clients.  And you need to do it simply, controlling risk, and so that it maximizes your outcomes, be they revenues, minimized costs, wellness, sustainability, or more.

If this is you, then drop us a line, and let’s talk.

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Qualifications

We invented the field of machine learning inductive transfer.  Then we took machine learning into dozens of organizations over the years, implementing neural networks, decision trees, regression systems, and more,  in areas like hazardous waste management, forensic hair analysis, computer vision, and DNA pattern recognition for the Human Genome Project, and budgeting, where our systems built the calculators for over $100M of US government spending.

We are a five-star rated team, pushing the boundaries of machine learning into the new field of decision intelligence, which we invented.

What we can do for you

We build and integrate machine learning systems, and we’re passionate about demystifying this technology and making it accessible so that machine learning can be used throughout your organization to drive competitive advantage.

It’s all about your business, and your bottom line.

We do things like connecting data between S3 and Mahout / EMR,  running regressions in R / H2O, designing learning visualizations, designing success measurement code, finding the right number of hidden units in a neural network, and designing a machine learning solution to provide maximum value to your company, as soon as possible. We have a development and architecture team, can manage a team of analysts, train your staff, and can present to your executives.

But the details are less important than the business value they bring to you. We are known by our world-class clients to be fast, effective, and delightful to work with.

Machine Learning Services and Solutions

We will help you to understand how to supercharge your data investment using machine learning to create business and/or social value.

Did you know that 10% of your data contains 90% of its value?  This means that most organizations are leaving money on the table: they could get to value from their data ten times faster.
Don’t wait to design an application that uses your data until all the data is cleansed, migrated, and processed. Because designing an initial model or baseline machine learning system can provide critical cost- and time-saving intelligence.

We can help. Our consulting division is five-star rated at Harvard’s Experfy. We were part of the teams that invented inductive transfer and decision intelligence.

Drop me a line and let's talk!

What we can do for you

“I think that machine learning could make a big difference, but I’m not sure how to get started

If this is you, then drop us a line. We’re happy to talk for a while for free, to help you to understand how to use this powerful new technology.

After that, you might want to take a look at this article about hiring a machine learning consultant.

We build and integrate machine learning systems, and we’re passionate about demystifying this technology and making it accessible so that machine learning can be used throughout your organization to drive competitive advantage.

Getting started

Our work includes starts with talking through your problem in detail.  How will you measure success?  Do you have data available?  Do you want to re-learn as you get new data?

But my data isn’t clean/joined up yet, so I’m not ready to start with machine learning

This is a common misconception. Learning systems require considerably less data conditioning than statistical systems, and data is almost always messy / noisy in some way.   Lots of data sets have many missing values, or fields that aren’t joined.  The key question: is there a pattern that can be found?

Once our project is planned, and we’ve agreed to our success criteria, we roll up our sleeves and get technical.  We spend our days on tasks like connecting data between S3 and Mahout / EMR,  running regressions in R or H2O, designing learning visualizations, designing success measurement code, finding the right number of hidden units in a neural network, and designing a machine learning solution to provide maximum value to your company, as soon as possible.

Our full-service team does it all, from high-performance systems, to implementing a full-stack solution in which to embed your learner.  We often work with startup companies who want to break into this exciting new area, and can assist in many ways.

Over the years, we’ve built thousands of machine learning systems: neural networks, decision trees, regression systems, and more,  in areas like hazardous waste management, forensic hair analysis, computer vision, and DNA pattern recognition for the Human Genome Project.

Contact me:

Machine Learning Services and Solutions


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Lorien Pratt

Lorien Pratt
Machine learning consulting: deep learning, decision intelligence, recommender systems, predictive analytics, market data analysis, and more.
UNITED STATES | MOUNTAIN VIEW, CA
I will help you to understand how your data stack and machine learning can drive value for your organization, and how to supercharge your investment in these technologies to create business value.

Did you know that 10% of your data contains 90% of the value?  This means that most organizations are leaving money on the table: they could get to value from their data stack ten times faster.

Don’t wait to design an application that uses your data until all the data is cleansed, migrated, and processed. Because designing an initial model or baseline machine learning system can provide critical cost- ad time-saving intelligence.

I can help. I’m a five-star rated machine learning engineer (see some testimonials below).  I  invented the fields of inductive transfer and decision intelligence.  My CV is here.  I write regularly about machine learning topics

Drop me a line and let's talk!

What I can do for you

I build and integrate machine learning systems, and I’m passionate about demystifying this technology and making it accessible so that machine learning can be used throughout your organization to drive competitive advantage.

My work includes tasks like connecting data between S3 and Mahout / EMR,  running regressions in R or H2O, designing learning visualizations, designing success measurement code, finding the right number of hidden units in a neural network, and designing a machine learning solution to provide maximum value to your company, as soon as possible. I am a coder, can manage a team of analysts, train your staff, and present to your executives.

Over the years, I’ve built thousands of machine learning systems: neural networks, decision trees, regression systems, and more,  in areas like hazardous waste management, forensic hair analysis, computer vision, and DNA pattern recognition for the Human Genome Project.

I speak the language of business as well as “machine learning”-ese.  I’ll work with you on a focused project to get your needs met, and we’ll do it in record time and with minimal impact to your people and systems.

Working with my team at Quantellia, we also go deeper into the data stack, providing data management, robust high-performance enterprise-grade survey systems, and  our award-winning World Modeler™ software with data binding to many sources.

Contact me:

…gifted innovator, leader, educator, researcher and so much more…

Laura A. DruryArea Vice PresidentEvolving SystemsNumber Management and Reclamation Services

…a unique ability to use AI to produce very useful real-time analyses-and presentation of key results…

William A. FenwickPartner EmeritusFenwick & West

…Quality, with a capital Q shines…

Basil BrownPresales ConsultantLavastorm Analytics

…innovative thinker and thought leader…

Eric TroupChief Technical OfficerMicrosoft CorporationWorldwide Communications and Media Industries

As a practitioner of Data Warehousing over 20 years I find the approach of Ms Lorien Pratt to be unique

George AzrakPrincipalArzak Group Inc.

…knowledgeable, thoughtful, and energetic…

Russell WurthSenior Director Solutions ManagementAccuvant

I highly recommend working with Lorien.

Austein ReiterAssistant Research ProfessorJohns Hopkins University

…Lorien combines technical savvy with real customer focus…

Larry LefkowitzChief Knowledge OfficerLucid, Inc.

One of the most intelligent women I have had the pleasure of meeting and knowing.

Kavitha ChahelBusiness Consultant, Coach and TrainerApril-Six

Working with Lorien Pratt is an absolute pleasure.

Deborah B. VilasFaculty Instructor & AdvisorBank Street College