Data Science & Artificial Intelligence

Data Science & Artificial Intelligence

Data Science has permeated all industries. Over the past few years, Nfinity has worked with myriad clients to deliver data science solutions. In the process, we have accumulated years of knowledge, an innovative set of tools, and built a data science platform that can be used to accelerate the adoption of data science into your business. Our expertise in data science can help you harness your data and turn it into real business value.

Nfinity’s unique Numtra data science platform can be used as an accelerator to drastically reduce the time to solution. It is a visual paradigm of designing and integrating analytical workflows into your business processes. Users can visually define complex workflows that combine structured and unstructured data to apply dozens of pre-defined widgets, including GIS, IOT, machine learning and deep learning. Workflows and insights from the workflows, are exposed as RESTful APIs. The Platform supports deployment and scaling out of data and machine learning models on public and private clouds. It supports complete customization including support for importing existing machine learning models from other ecosystems.

As leaders in this space, we provide a comprehensive set of capabilities and knowledge to support any AI and big data initiatives.

Data Science has permeated all industries. Over the past few years, Nfinity has worked with myriad clients to deliver data science solutions. In the process, we have accumulated years of knowledge, an innovative set of tools, and built a data science platform that can be used to accelerate the adoption of data science into your business. Our expertise in Data Science can help you harness your data and turn it into real business value.

Nfinity’s unique Numtra data science platform can be used as an accelerator to drastically reduce the time to solution. It is a visual paradigm of designing and integrating analytical workflows into your business processes. Users can visually define complex workflows that combine structured and unstructured data to apply dozens of pre-defined widgets, including GIS, IOT machine learning and deep learning. Workflows and machine learning insights are exposed as RESTful APIs. The Platform supports deployment and scaling out of data and machine learning models on public and private clouds. It supports complete customization including support for importing existing machine learning models from other ecosystems.

As leaders in this space, we provide a comprehensive set of capabilities and knowledge to support any AI and big data initiatives.

Our expertise and experience span the following areas

Statistical & Exploratory Analysis

We provide data services to find patterns in data and extract relevant insights by using statistical methods.

  • Inferences about data and explain experimental outcomes
  • Set up and analyze A/B testing and results
  • Tools selection and advisory across the entire data landscape
  • Employ specific techniques to effectively summarize and understand data sets

WEB SCRAPING & ROBOTIC PROCESS AUTOMATION (RPA)

We provide the knowledge and expertise you need to leverage intelligent automation or RPA as a way to automate repetitive and labor-intensive efforts. In doing so, we help you improve data quality by reducing errors, accelerate time to market and decrease operational costs.

  • Specialize in extracting information from web sites, social media sites, pdf, local listings, e-commerce portals etc.
  • Expertise in IFTTT (if-this-then-that) rules engine development

INTERNET OF THINGS (IoT)

Internet of Things has become commonplace in all walks of life. Connecting everything and everyone, IoT is making the world smarter and better than ever before. By unlocking the full potential of IoT, we enable organizations to transform business needs into competitive differentiators by delivering innovative IoT powered solutions.

  • Hardware device integration into the Data Science Platform
  • Evaluate the IoT hardware partner
  • Customize, Deploy and Manage IoT devices
  • Edge analytics on IoT devices using TensorFlow and PyTorch Lite

MACHINE LEARNING & DEEP LEARNING

We create self-learning algorithms that can minimize errors and maximize accuracy over time. Systems powered by these models analyze data and learn new things from them which results in fast and reliable insights delivered without any human intervention.

  • Supervised, unsupervised and transfer learning
  • Expertise in all machine learning models such as SVM, linear and logistic regression, classification and clustering models, Ensemble etc.
  • State of the art deep neural networks such as CNN, RNN and LSTM
  • Technologies such as Spark ML, TensorFlow, PyTorch and other state of the art libraries and frameworks

COGNITIVE PROCESS AUTOMATION (CPA)

We help you create efficiencies and establish a competitive advantage by building knowledge-based systems that enable semantic analysis, chatbots, causal reasoning, inferencing, text analytics, natural language processing and virtual agents.

  • Authoring chat bots that integrate with Alexa skills to deliver real time insights with natural language queries
  • Enable natural language understanding so as to replace humans where needed to reduce operator error
  • Doing semantic analysis to ensure that machines not only are taught using machine learning but also enable them to learn so they can be much more independent
  • Enable inferencing and causal reasoning with deep learning

DATA VISUALIZATION

Using interactive visualizations to tell a cohesive story enhances understanding and maximizes the use and impact of insights uncovered in your data. We work to identify business needs and visual analytics that deliver actionable insights.

  • Expertise in various proprietary and open source visual frameworks
  • Intuitive and Interactive visualizations with real-time connectivity to predictive insights
  • Technologies like PowerBI, Tableau, D3.js, Qlickview and other visualization suites

PRAGMATIC DATA-DRIVEN INSIGHTS

OUR DATA SCIENCE OFFERINGS
Leveraging our prowess you can harness your data and turn it into real business value.

Data Science Roadmaps

Prototype & POC Development

Artificial Intelligence Accelerators

Stunning Visualizations

We create algorithms and models with state of the art technologies

OUR DATA SCIENCE EXPERTISE
Leveraging our prowess you can harness your data and turn it into real business value.

Data Science Roadmaps

Prototype & POC Development

AI Accelerators

Stunning Visualizations

We create algorithms and models with state of the art technologies

OUR APPROACH
Our methodologies are tried and tested through decades of experience.

LEVERAGING THE LATEST TECHNOLOGIES
We maintain a sharp edge on modern data science technologies.

INDUSTRY SOLUTIONS

RETAIL


RETAIL

  • Personalize Customer Interactions
  • Offer & multi-channel optimization
  • Streamline Inventory Management & Operations
  • Conduct Product & Portfolio Value Assessments
  • Create Recommendation Engines
  • Automate Transactions
  • Drive Business with Connected Solutions

FINANCIAL SERVICES


FINANCIAL SERVICES

  • Understand Consumer-level & Transactional Data
  • Mitigate & Forecast Risk, Detect Fraud
  • Predict Customer Churn & Loan Defaulters
  • Key Customer Identification
  • Time Series Analysis & Trend Detection
  • Applicable to Credit, Insurance, Banking, & more…

MANUFACTURING


MANUFACTURING

  • Predict Optimal Maintenance Support Schedules
  • Get Maximum MachineThroughput
  • Track Assets in Real Time & Manage Inventory
  • Effectively manage utilities
  • Get Maximum Operational Intelligence
  • Supplier Grading & Dealer Management
  • Drive Business with Connected Solutions

AGRICULTURE


AGRICULTURE

  • Efficiently Cultivate Soil, Grow Crops & Raise Livestock
  • Increase Production Quality & Quantity
  • Control for Cost & Promote Sustainability
  • Predict Yield More Accurately
  • Detect Trends & Commodity Pricing
  • Drive Business with Connected Solutions

INFORMATION TECHNOLOGY


INFORMATION TECHNOLOGY

  • Predicting System Downtime
  • Dashboard of the Future
  • Key Account Identification
  • Customer Training in Predictive Analytics
  • Big Data as a Service

TELECOMM


TELECOMMUNICATIONS

  • Deploy Geographical Segmentation
  • Account for Large, Real-time Events
  • Predict Network Usage and Relieve Congestion
  • Segment Users by Social Media & Support Data
  • Enhance Compliance & Data Protection

PHARMA


PHARMACEUTICAL

  • Text Document Mining
  • Sales Forecasting
  • Discrepancies Detection in Field Data
  • Smart Manufacturing
  • Customer Churn Detection
  • Price Sensitivity Analysis

EDUCATION


EDUCATION

  • Auto Augmentation of Text Materials
  • Personalized Learning
  • Subjective Assessments
  • Smart Counseling & Recruitment
  • Continuous Assessment
  • Student Data Dashboards & Automated Reports

HEALTHCARE


HEALTHCARE

  • Computer-aided Diagnosis
  • Risk Profiling
  • Image & Video Analytics
  • Information Extraction from Text Repositories

MARKETING


MARKETING

  • Campaign Analytics
  • Response Modeling
  • Customer Segmentation
  • Cross Sell / Up Sell
  • RFM Analytics
  • Pricing & Promotions
  • Customer Loyalty
  • Lifetime Value Modeling
  • Churn & Attrition Analysis

PILOT PROGRAMS

Are you unsure of where to begin, or skeptical about the impact of data science?

We offer a low risk, proof-of-concept program that can be delivered at-cost to quickly pilot a solution and evaluate the impact on your business. Contact us to learn more about the program and evaluate if it is the right fit for your company.

GET STARTED

See how you can leverage our talent for infinite possibilities.

GET STARTED

See how you can leverage our talent for infinite possibilities.