Data Science and Artificial Intelligence

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.

EXPERIENCE THE INSIGHT

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.

EXPERIENCE THE INSIGHT

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

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

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

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

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

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

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

HEALTHCARE

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

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.

REQUEST PILOT