Publications

Deep Data Insight Master Person Index

In current data driven business environment Master Person Index (MPI) applications are becoming more and more integral to all industries ranging from healthcare to education where information of the same person is recorded in different places without any reference linking these together.

Deep Data Insight MPI system analyzes data sources, learns and recalls previously seen records, creates and maintains a master index and references to each original data source. In addition to these, the system is also equipped with end user assistance through text based search and facial recognition allowing the end user to query the system using full/partial information of the person or using images of the person.

This system provides fast, effective and secure MPI solutions for any industry including Healthcare, Insurance, Supply Chain and Education. In these industries, this system has the impact in increasing the efficiency and effectiveness of person/entity coordination, management, analytics, etc.

Time Series Predictive Model for Dengue Cases in Sri Lanka

Dengue disease has been identified as a rapidly developing pandemic-prone viral disease in many countries in the world. In recent decades, dengue incidence has dramatically spread in worldwide. Severe dengue is a leading of serious illness and presently, it affects Asian and Latin American countries. Since particular treatment has not been identified for dengue or severe dengue, early detection is very important to reduce the fatality rates by accessing proper medical care.

This study is mainly focus on developing time series predictive model to forecast dengue incidence in future months in Sri Lanka. Mainly, monthly dengue cases reported in Sri Lanka during January 2010 to September 2017 has been used for developing time series model. Here, SARIMA (2, 1, 2) (0, 0, 1)4 model has been selected as the most appropriate model based on the AIC value. Also, the model can be used for predicting number of dengue cases in Sri Lanka if the observations of time series do not indicate unusual dengue incidence in future months.

The validation criterion for the fitted model has been satisfied and accuracy of the fitted model was checked using measurement of errors (i.e. RMSE, MAPE etc.) which have indicated as satisfactorily small.

WHY CHOOSE US?

We know there is lot of hype surrounding Data Science. What makes us different? We believe we can truly improve quality of life with the solutions we’re building. Our passion is to create technologies that learn and help humans make smarter and more efficient decisions. This will allow humans to more confidently make decisions that would be otherwise impossible or apprehendingly daunting with less progressive solutions. Our 100+ years of combined multi-disciplinary AI experience allows us to build solutions across many industries including Healthcare, Finance, Supply Chain, Retail, Agriculture, Hospitality, Gaming and Legal.

Adherence to delivering quality cost-effective solutions. Openness to market opportunities that are not dependent upon one geographic region.

We currently have offices in the United States and Sri Lanka. We have the ability to grow a multi-national client base.

We are engaged in continued research and development to improve upon best practices and effectively compete with market competitors, in respect to quality and cost, in a rapidly growing market. (e.g. provision of solutions when limited data is available).

My company has partnered with Deep Data Insights for many years. The Deep Data Insights Team feels more like an extension of my own team rather than a vendor/client relationship. The support we receive from this team is par excellence. They take time to understand the issues we face and present solutions that are both cost and time efficient. I recommend Deep Data Insights highly if you're looking for a technology partner.

Addy Biggers

DDI has robust AI experience and knowledge. Their team brought significant advancements to our solutions and they are continually looking for ways to improve our algorithms and solution sets. Great team to work with!

Scott McCullough

DDI built a form recognition and reading process that uses AI and ICR. Works fantastic and has multiplied our productivity. Fast turnaround on add-ons.

Randy Farr

We use Deep Data Insight for our AI and OCR needs. They have done a fantastic job with very complex data.

Jeanine Nugent

Publications

Deep Data Insight Master Person Index

Time Series Predictive Model for Dengue Cases in Sri Lanka

WHY CHOOSE US?

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