SlideShare a Scribd company logo
AI based Knowledge Management System
for Inter American Development Bank
Powered By IBM Watson
Dj Das
Dj is the Founder & CEO of ThirdEye Data, a Big Data & Data Sciences focused
consulting company, based in the Bay Area.
He also runs a meetup ground named “Big Data Cloud”.
Dj is a serial entrepreneur and an angel investor in tech startups.
Anjan Paul
Anjan is Senior Software Engineer from Big Data, Cloud, Analytics background.
His expertise is in IBM Bluemix. He worked for several fortune 500 companies
like Anthem, Capital One, John Hancock, Cognizant.
PRESENTERS
AGENDA
• Project Goals
• Demo: BIDi Chatbot
• A Look Under the Covers
• About ThirdEye Data
AI based Knowledge Management System
- Project BIDi
IDB is a geographically dispersed enterprise, with office
locations all across the world supporting a multilingual
workforce.
These officers work on various documents in many different
languages, mainly English, Spanish and Portuguese.
For business reasons, these officers need to efficiently identify
relevant SMEs located anywhere in the world on various topics
of current interest as per the current tasks at hand.
But it’s not easy to know whom to reach out to and where.
The goal of the BIDi project is to solve such knowledge
management problems in a simple and efficient manner using
AI based technologies.
ThirdEye Data
About ThirdEye Data
Architecture Overview
Project Goals
Demo: BIDi Application
A Look Under the Covers
BUSINESS GOALS
• Help company personnel search and find relevant SMEs for helping
them in their respective tasks.
• Identify Subject Matter Experts (SME) over various topics located at
various geographical office locations of the company.
• Create deep profiles of persons from entities extracted from
documents.
• Rank the retrieved persons as SMEs based on their authority,
experiences and contributions towards the relevant topics.
• Use a simple and easy architecture and user interface.
TECHNICAL GOALS
About ThirdEye Data
Project Goals
Demo: BIDi Chatbot
A Look Under the Covers
ThirdEye Data BIDi CHATBOT
About ThirdEye Data
Project Goals
Demo: BIDi Chatbot
A Look Under the Covers
ThirdEye Data
To achieve the business & technical goals of the project,
ThirdEye fully leveraged the IBM Bluemix cloud & Watson suite
of services.
IBM BLUEMIX & WATSON
BLUEMIX & WATSON TECHNOLOGIES
IBM Bluemix
Watson Analytics
Alchemy
Language
Conversation Document
Conversion
Language
Translator
PROCESS
FLOW
DATA FLOW
ARCHI-
TECTURE
Conversation Language Translator
NATURAL LANGUAGE PROCESSING
Staff Directory
IDB Twitter Feed
Online Projects & publications
SOURCES
Document Conversion
PROCESSING
INSIGHTS, ANALYTICS & STORAGE
SAMPLE
JSON
STRUCTURE
Person’s
Metadata
Listing of all
projects that the
person has been
a part of
Listing of all
publications that
the person has
published
Listing of all
social media
interactions of
the person
JSON
STRUCTURE
FOR A PERSON
PROCESS
FLOW
DATA ANSWERS
A Silicon Valley based one-stop-shop
for Data Engineering and Data
Science services & products.
ThirdEye answers your data
questions and offers actionable
insights, real-world experiences and
strategic recommendations.
About ThirdEye Data
Project Goals
Demo: BIDi Chatbot
A Look Under the Covers
ThirdEye Data
Marquee Customers
This image cannot
currently be
Contact
Dj Das
Founder & CEO
djdas@thirdeyecss.com | 408-431-1487 | @djdas
Corporate Site - ThirdEyeData.io
Uber Data Professional Program - UberDataPros.com
Eyera - IoT Solution - Eyera.io
BigDataCloud Community - BigDataCloud.com, meetup.com/BigDataCloud
Phone - (408) 462-5257
Email - results@thirdeyecss.com
Twitter - @thirdeyecss
LinkedIn - linkedin.com/company/236096
Facebook - facebook.com/thirdeyecss
YouTube - youtube.com/user/ThirdEyeCSS
Vimeo - vimeo.com/channels/thirdeye

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Artificial Intelligence based Knowledge Management System - IBM Watson

  • 1. AI based Knowledge Management System for Inter American Development Bank Powered By IBM Watson
  • 2. Dj Das Dj is the Founder & CEO of ThirdEye Data, a Big Data & Data Sciences focused consulting company, based in the Bay Area. He also runs a meetup ground named “Big Data Cloud”. Dj is a serial entrepreneur and an angel investor in tech startups. Anjan Paul Anjan is Senior Software Engineer from Big Data, Cloud, Analytics background. His expertise is in IBM Bluemix. He worked for several fortune 500 companies like Anthem, Capital One, John Hancock, Cognizant. PRESENTERS
  • 3. AGENDA • Project Goals • Demo: BIDi Chatbot • A Look Under the Covers • About ThirdEye Data
  • 4. AI based Knowledge Management System - Project BIDi
  • 5. IDB is a geographically dispersed enterprise, with office locations all across the world supporting a multilingual workforce. These officers work on various documents in many different languages, mainly English, Spanish and Portuguese. For business reasons, these officers need to efficiently identify relevant SMEs located anywhere in the world on various topics of current interest as per the current tasks at hand. But it’s not easy to know whom to reach out to and where. The goal of the BIDi project is to solve such knowledge management problems in a simple and efficient manner using AI based technologies. ThirdEye Data About ThirdEye Data Architecture Overview Project Goals Demo: BIDi Application A Look Under the Covers BUSINESS GOALS
  • 6. • Help company personnel search and find relevant SMEs for helping them in their respective tasks. • Identify Subject Matter Experts (SME) over various topics located at various geographical office locations of the company. • Create deep profiles of persons from entities extracted from documents. • Rank the retrieved persons as SMEs based on their authority, experiences and contributions towards the relevant topics. • Use a simple and easy architecture and user interface. TECHNICAL GOALS
  • 7. About ThirdEye Data Project Goals Demo: BIDi Chatbot A Look Under the Covers ThirdEye Data BIDi CHATBOT
  • 8. About ThirdEye Data Project Goals Demo: BIDi Chatbot A Look Under the Covers ThirdEye Data To achieve the business & technical goals of the project, ThirdEye fully leveraged the IBM Bluemix cloud & Watson suite of services. IBM BLUEMIX & WATSON
  • 9. BLUEMIX & WATSON TECHNOLOGIES IBM Bluemix Watson Analytics Alchemy Language Conversation Document Conversion Language Translator
  • 14. Staff Directory IDB Twitter Feed Online Projects & publications SOURCES
  • 17. SAMPLE JSON STRUCTURE Person’s Metadata Listing of all projects that the person has been a part of Listing of all publications that the person has published Listing of all social media interactions of the person
  • 20. DATA ANSWERS A Silicon Valley based one-stop-shop for Data Engineering and Data Science services & products. ThirdEye answers your data questions and offers actionable insights, real-world experiences and strategic recommendations. About ThirdEye Data Project Goals Demo: BIDi Chatbot A Look Under the Covers ThirdEye Data
  • 21. Marquee Customers This image cannot currently be
  • 22. Contact Dj Das Founder & CEO djdas@thirdeyecss.com | 408-431-1487 | @djdas Corporate Site - ThirdEyeData.io Uber Data Professional Program - UberDataPros.com Eyera - IoT Solution - Eyera.io BigDataCloud Community - BigDataCloud.com, meetup.com/BigDataCloud Phone - (408) 462-5257 Email - results@thirdeyecss.com Twitter - @thirdeyecss LinkedIn - linkedin.com/company/236096 Facebook - facebook.com/thirdeyecss YouTube - youtube.com/user/ThirdEyeCSS Vimeo - vimeo.com/channels/thirdeye