Data
Analytics

Portfolio

Data Analytics Pipeline

Data Analytics

Building Real Time Data Pipeline And Real Time
Data Analytics

1

Prescriptive
Analytics

Advice on possible outcomes

2

Predictive
Analytics

Understanding the Future

3

Descriptive
Analytics

Insights into the Past

Our Expertise

DATA ANALYTICS

Our Expert Areas

  • Amazon QuickSight

  • Azure Stream Analytics

  • Data Lake Analytics

  • Azure Analysis Services

Our Work

DATA ANALYTICS

Glimpses of our work in Data Analytics

GIC Housing Finance Ltd
[Sankalp Aasan]

Loomi
[Ontology]

DISCLAIMER

We strictly adhere to NDAs and Data Security Policies and SOPs with our clients, on account of which we would be able to showcase areas where we do not breach the NDA policy. The Upcoming Screenshots are captured only for demonstration purpose and figures mentioned here are dummy.

GIC: Overview

DATA ANALYTICS

Client – GIC (Sankalp Aasan)

Project Description

‘Sankalp Aaasan’ tool is designed for covering all the activities involved in a housing finance process. The project maintains different types of loan information and process flows. It captures all data pertaining to products such as-

  1. Purchase new property
  2. Takeover
  3. Purchase and sales
  4. Composite Icon
  5. Commercial Icon
  6. Top up loan and more...
  7. Mortgage

There are three modules with 5 user interventions.

Modules

  • Head Office
  • Branch
  • DSA

Users

  • DSA
  • Branch
  • Head Office
  • Admin
  • Tele-calling & Recovery Staff

Technologies

  • Asp.net
  • C#
  • Web forms
  • SQL Server 2014
  • Bootstrap

Usage of Data Analytics

’Sankalp Aasan’ module captures all key and relevant data while processing millions and trillions of housing loan files and maintaining the accounts of loan applicants.

Tool Used

Data that gets captured

  • Collection (Summary & Region-wise)
  • Region-wise call allocation, caller-allocation, score etc.
  • Collection Calling Data (Call Attempts, Call Failed, Callback, Successful Calls)
  • Insights on Loan Eligibility, Property Vacancy, Valuation etc.
  • Field visit efficiency
  • Error Scorecard
  • Dashboard
GIC: Our Work

DATA ANALYTICS

GIC Housing Finance Ltd

Collection Dashboard - Gateway to all the necessary Insights

GIC: Our Work

DATA ANALYTICS

GIC Housing Finance Ltd

Collection snapshot that displays data of the current and the previous month.

GIC: Our Work

DATA ANALYTICS

GIC Housing Finance Ltd

Sarfaesi Dashboard

GIC: Our Work

DATA ANALYTICS

GIC Housing Finance Ltd

Tele-Calling Efficiency

GIC: Our Work

DATA ANALYTICS

GIC Housing Finance Ltd

Utilization Efficiency

GIC: Our Work

DATA ANALYTICS

GIC Housing Finance Ltd

Sankalp Yodhas Leaderboard-Group

GIC: Our Work

DATA ANALYTICS

GIC Housing Finance Ltd

Field Visit Efficiency

Loomi Ontology: Overview

DATA ANALYTICS

Client - Loomi (Ontology)

Project Description

An Artificial Intelligence powered platform for building custom ontologies and knowledge graphs. Exclusively developed for businesses to connect data and extract key insights in a fully automated way.

  • Loomi Ontology automates data collation of particular entities or creates new entities based on the daily news headlines.
  • To achieve this, powerful AI and Machine learning has been used to build custom ontologies and knowledge graphs.

Tool Used

How Loomi Ontology Works

DATA ANALYTICS

How Loomi Ontology Works?

  • Loomi’s Ontology optimises your recommendations on a more connected basis making it easier to target customers with the content most relevant to them.

  • Using this, users can search for any kind of entity, along with its details. Through the visual knowledge graphs, users can identify the connections and understand the relationship between different entities in seconds.

  • It is more accurate and capable of organising any amount of unstructured or semi-structured content.

NLP Services

DATA ANALYTICS

(I) NLP Services

Use of Natural Language Processing and Understanding services to help understand unstructured and semi structured data.

Entity Matching

  • Machine learning-based matching technology
  • Fast, cross-lingual entity name matching

Entity Sentiment

  • Offers accurate entity level sentiment analysis
  • Focuses on understanding current opinions

Text Summarisation

  • Enables automatic identification
  • Summarisation of the most relevant points
  • Uses text and URLs to analyse and get insights

Text Extraction

  • Offers best-of-breed, multilingual entity extraction from text
  • Offers a broad semantic ontology and extracts
  • Ideal for Big Data Analysis of unstructured data
  • Named entities, links and events with state-of-the-art accuracy

Image Matching

  • Image matching service
  • Enables automatic lookup of stock photography
  • Automatic processing and matching of the provided text
Ontology Services

DATA ANALYTICS

(II) Ontology Services

Largest general knowledge databases of entity metadata with over millions of unique entities.

General Ontology

  • Enriches content tagging
  • Recommends engine accuracy and research
  • Uses large entity knowledge databases
  • Full relationship mapping

Entity Meta Attributes

  • Stores large number of facts
  • Providing deeper meta knowledge about topics
  • Available through APIs and web interface

Text Summarisation

  • Entity classifications
  • General cross-topic taxonomies
  • Processing of text content

Entity Relationships

  • Build relationships between entities
  • Based on proximity and training machine learning
  • Clarifies different relationship types
  • Available through APIs and web interface

Entity Trace

  • Traces any 2 entities to identify relationship between them
  • 1st, 2nd or 3rd level identification

Entity Trends

  • Access individual entity trends
  • Information is gathered by processing data in real-time
Analytics and Personalization Services

DATA ANALYTICS

(III) Analytics and Personalization Services

Range of advanced capabilities for context aware user/content matching based on UML Language Processing, Loomi Ontology Meta knowledge data and recommendation engines.

  • Recommendation Engine

    Loomi machine learning-based matching technology offers accurate, fast, cross-lingual entity name matching.

  • Corporate Personal AI Assistants

    Loomi Personal AI Assistants can be set up for Employees, Customers or Partners, highly personalised and 'trained' on data making them highly accurate, improving productivity, and engagement satisfaction.

  • Personal Graphs

    Looml Text Summarisation enables automatic Identification and summarisation of the the most important, relevant points from a plece or text or URL, making it easier to consume or analyze and get insights.

  • Related Entities

    Loomi offers best-of-breed, multilingual entity extraction from text. It offers a broad semantic ontology and extracts not only named entities but also links and events with state-of-the-art accuracy. It is scalable and ideal for Big Data Analysis of unstructured data.

Loomi Ontology: Our Work

DATA ANALYTICS

Client - Loomi (Ontology)

Loomi Ontology: Our Work

DATA ANALYTICS

Client - Loomi (Ontology)

Loomi Ontology: Our Work

DATA ANALYTICS

Client - Loomi (Ontology)

Loomi Ontology: Our Work

DATA ANALYTICS

Client - Loomi (Ontology)

Thank You
Thank You