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Data Science

A culture-first approach to achieve sustainable data-driven digital transformation

Unbounded: Architecting Enterprise Intelligence with Graphs

Keeping risks at bay in the age of digital payments revolution

Event Date: December 07, 2021, Tuesday
Event Time: 11:00 a.m. - 12:00 p.m. EST

Can you solve a business problem with data science?

The goal of data science is to translate all business problem into scientific challenges that can be tackled and resolved in a systematic, data-driven way.

Knowledge Graphs for Fraud Detection - Use Case

By Deepti Soni, Ph.D., Lead Data Scientist at Mastech InfoTrellis. Fraud techniques are continually evolving. It is not only essential to detect fraud, but also equally important to prevent it. Read on.

On-demand Podcast

Architecting Enterprise (Risk) Intelligence

Building true, functional Enterprise-AI to control your own market landscape
Prad Upadrashta, Ph.D., Chief Data Scientist, Mastect Infotrellis

Whitepaper

Unlock the 360° view of job applicant's profiles through an ontology-based platform

By Anshul Ujlayan, Consultant, Data Science

Culture-first Data Science with Knowledge Graphs

Today, businesses compete on the basis of their ability to leverage their data assets, through the application of AI and Data Science, to make better decisions ahead of their competition, consistently. However, most organizations have a cultural bias that must be overcome, before they can use these techniques effectively. The bias typically comes from a lack of mutual understanding among business process owners, in the application and efficacy of decisions made based on these “novel” methods.

Mastech InfoTrellis demystifies these powerful techniques for the business by combining a deep knowledge of AI and Data Science, with their application relevant to the particular business domain, using a “culture-first” approach, providing a pathway to overcome inherent cultural biases that tend to prevent wide-spread adoption. A culture-first approach to solving business problems through AI and Data Science enables rapid innovation, with agile analytics that transform the workforce. Knowledge Graph analytics at the core of Mastech InfoTrellis solutions, enable Smart Data Ingestion, faster Data Visualization, reusable Predictive and Prescriptive Analytics, and smart content tagging.

Drive excellence with best-in-class Data Science practices

Mastech InfoTrellis’ team of data scientists hails academically and professionally from diverse backgrounds, allowing them to derive best practices across domains and design an Analytics Center of Excellence (ACoE) that best fits specific client requirements. 

Within the ACoE, clients are enabled to harness the power of the Mastech Infotrellis Enterprise Intelligence Hub (EIH) by deploying quick test-and-learn “pods” that allow these teams to co-create Data Science-Driven Solutions along with Mastech InfoTrellis data scientists. Value is realized from the data, the insights derived and from new skills learned that are necessary to leverage contemporary analytics to accomplish business objectives, thus creating a culture-first data driven enterprise. 

Analytics Center of Excellence (ACoE) 

Mastech InfoTrellis Analytics pods are constructed as hybrids, where client teams are upskilled to create sustainable solutions. With faster insight iterations via the EIH and a culture of continuous learning in their organizations, clients – together with Mastech InfoTrellis – invent their unique “Hyperscaler” that allows them to leapfrog the competition. It’s not just about technology; it’s about learning and evolving. It’s about cultural change, driven by Data Science. 

Data Science Offerings

Get a strategic view of how analytics can drive digital transformation. Read more.

Drive excellence in Reporting and Modeling. Learn more about Mastech InfoTrellis’ Advanced Analytics Services and AI Accelerators. Read more.

Leverage Mastech InfoTrellis’ expertise to accelerate becoming a Data-Driven, AI-Ready enterprise. Read more.

As part of Mastech InfoTrellis’ Analytics Capabilities, several AI Accelerators are available to get started, immediately. Read More.

Data Science Expertise

Mastech InfoTrellis brings to clients a culture of rapid learning, coupled with a co-creation-driven approach, by applying Data Science to solve business problems. The process’ ultimate goal is to enable organizations to learn, adapt, and evolve faster than the competition. Mastech InfoTrellis offers the following services within Data Science: 

Metrics Design
During an initial assessment of a client’s data and business objectives, metrics are often due for a redesign. They no longer capture what is essential to the business or do not confirm contemporary business goals. Mastech Infotrellis’ design service does an inventory of current metrics and data assets. The service further explores alternatives and designs new ones that fit-for-purpose to our client’s business objectives based on the assessment.
Predictive and Prescriptive Analytics
Build predictive and prescriptive algorithms, incorporating domain expertise from the business, and future-ready algorithmic designs that leverage ontology-based networks. These algorithms enable clients to predict and design on insights generated in real-time as their data.
Signal Detection
Discover new signals through AI/ML engines that can sift through multiple data dimensions, using enterprise knowledge graphs powered by self-learning ontologies. With the multi-dimensionality of learning engines, companies can build resilient models that adjust to contemporary events. Detect early indicators of fraud and financial stress, disease outbreaks, net promoter changes, claims and chargeback uptrends, and more.
Smart Automation
Beyond the typical RPA, smart automation considers the full spectrum of digital transformation and adoption of best practices within client organizations. Leverage our proprietary graph and ontology-driven computer vision and ML techniques.
Business Insights and Reporting
Derive layered insights from data visualization. Design and implement smart, dynamic reports, enabling analysts and business leaders to meet business objectives quickly.

Mastech InfoTrellis has designed and delivered Data Science-Driven, Digital Transformation, Analytics Centers of Excellence (ACoE) across domains, including financial services, healthcare, consumer goods, retail, and public sectors. With COVID-19 business continuity confronting everyone’s digital strategy, Mastech InfoTrellis can help clients reopen and rethink how they do business, better than before. 

Success Stories

Scaling Up Anti-money Laundering Investigations in Today’s Digital World

Mastech InfoTrellis recently helped a bank establish a highly regulator-facing Smart Data Governance process that facilitated auto-investigation of cases. Mastech InfoTrellis leveraged its AML Vault, which consisted of an armory of ready-to-use AI accelerators built on a knowledge graph and machine learning built for investigating AML. Their adjudication rate increased from 5% per month (using manual reviews) to 88% per month (now using AI accelerators)!

AI Accelerators for a Better Electric Vehicle Usage Experience

In the rapidly expanding Electric Vehicle (EV) market, this EV charging company wanted to capture a more significant market share. Mastech InfoTrellis designed Ontology Cards from their Ontology Bank to chart out the ideal routes the EV drivers prefer. With this insight, the company was able to strategicallyplace EV charging stations and suggest the optimal routes to save battery life. The solution helped the brand grow exponentially. Identifying the right trade areas for EVCS and…

Insights

Data Science Service Offerings:

To learn more about Mastech InfoTrellis Data Science