FLUTURA:
Unlocking
the
Ganesh
Parthasarathy

M2M
Data Science
Unlocking The Next Industrial Revolution –
M2M Data Science

Flutura Decision Sciences
and Analytics
DATA SCIENTIST
FLUTURA’S PACK OF DATA SCIENTISTS
What I actually do

What my mom thinks I do

KEEP CALM AND
DIG DEEP INTO
DATA
What my friends thinks I do
3 HATS OF A DATA SCIENTIST

BUSINESS

MATH

TECHNOLOGY
Smart
Infrastructure

No span of steel will tolerate…neglect. But if
service by generations who use it and spared
manmade ...
Behind the Scenes
Service

Tension

Temp

Strain
Incline

Raw Data

Hypothesis
testing

EDA

Integrity
Preventive
Load
Mai...
Smart Infrastructure

Load
Balancing
• Equilibrium
• Load point
cluster
• Prediction
Models

Preventive
Maintenance
• Dama...
Smart Assets
powered by Cerebra

“Enabling strong responses to weak signals at the last
mile” is the key to sustainable “Z...
Behind the Scenes
Crrnt

Voltage

Temp

Events
Service

Raw Data

Hypothesis
testing

EDA

Device
Safety
• How healthy is ...
Smart Grids

powered by Cerebra

"An analysis by the Electric Power Research Institute
estimates that the implementation o...
Behind the Scenes
SCADA

Smart
Meter

Tamper
Events

Outage
Events

DTR

Raw Data

Hypothesis
testing

EDA

Peak Load
Freq...
Smart Grids

Peak Load
Stress
•
•

You can save 3% on your
energy bill for every degree
you lower your thermostat
U.S. pow...
M
M
M
FLUTURA’S M2M MANTRAS
Mantra-1 : Think “MVP-Minimum Viable Product”
Mantra-2 : Think “Biz backward … NOT Tech forward”
1. What is the business
problem you are solving ?
Tightly framed ?
2. W...
Mantra-3 : Think “Data Signatures”

• Text Mining
• Collaborative Filtering
• Scoring Model

• Clustering
• Decision Trees...
Mantra-4 : See Value in the Data
Mantra-5 : Think “Triangulation”

The “Real
Juices”
Mantra-6 : Think “Data Products”

Focus on Actions Not Just Insights
Mantra-7 : “It’s not only science”

End User is always a human being
FLUTURA’S M2M MANTRAS
ANY QUESTIONS?
Minimum Viable Product

Biz backward … NOT Tech
forward

Data Signatures
See Value in...
About Information Excellence Group
Community Focused
Volunteer Driven
Knowledge Share
Accelerated Learning
Collective...
About Information Excellence Group
Reach us at:
blog:

http://informationexcellence.wordpress.com/

presentations: http://...
IEG 201402 Flutura M2M Data Science
IEG 201402 Flutura M2M Data Science
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IEG 201402 Flutura M2M Data Science

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Information Excellence Group 2014 Spring "Business Analytics Industry Summit", M2M Data Science, Ganesh Parthasarathy, Sr Director, FLUTURA

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IEG 201402 Flutura M2M Data Science

  1. 1. FLUTURA: Unlocking the Ganesh Parthasarathy M2M Data Science
  2. 2. Unlocking The Next Industrial Revolution – M2M Data Science Flutura Decision Sciences and Analytics
  3. 3. DATA SCIENTIST
  4. 4. FLUTURA’S PACK OF DATA SCIENTISTS
  5. 5. What I actually do What my mom thinks I do KEEP CALM AND DIG DEEP INTO DATA What my friends thinks I do
  6. 6. 3 HATS OF A DATA SCIENTIST BUSINESS MATH TECHNOLOGY
  7. 7. Smart Infrastructure No span of steel will tolerate…neglect. But if service by generations who use it and spared manmade hazards, such as war, it should have life without end - Joseph Strauss, Chief Architect, 7 Golden Gate Bridge
  8. 8. Behind the Scenes Service Tension Temp Strain Incline Raw Data Hypothesis testing EDA Integrity Preventive Load Maintenance Monitoring Balancing • Damage Patterns Alarm • •Equilibrium •DetectionTrends •Load point Strain • cluster Classification • Maintenance • Prediction • Real time Alerts Data Models
  9. 9. Smart Infrastructure Load Balancing • Equilibrium • Load point cluster • Prediction Models Preventive Maintenance • Damage Detection • Classification • Real time Alerts Integrity Monitoring • Alarm Patterns • Strain Trends • Maintenance Data
  10. 10. Smart Assets powered by Cerebra “Enabling strong responses to weak signals at the last mile” is the key to sustainable “Zero unsafe behaviours and conditions” and to ensure our People are safe, our Environment is protected, our Assets are secure, and indeed our Reputations are intact - Srikanth M, Co-Founder of Flutura 10
  11. 11. Behind the Scenes Crrnt Voltage Temp Events Service Raw Data Hypothesis testing EDA Device Safety • How healthy is the device? • Which device needs attention? • Is there any device that are critical? • Which parameters are making the device unhealthy?
  12. 12. Smart Grids powered by Cerebra "An analysis by the Electric Power Research Institute estimates that the implementation of smart grid technologies could reduce electricity use by more than 4 percent by 2030. That would mean a savings of $20.4 billion for businesses and consumers around the country..." - President Obama White House Press Release- October 12 2009
  13. 13. Behind the Scenes SCADA Smart Meter Tamper Events Outage Events DTR Raw Data Hypothesis testing EDA Peak Load Frequent Stress Outages • • • • • You can save 3% on your $188 Billion estimated energy bill for every degree value of economics losses you lower your thermostat per year in USA U.S. power plants emit roughly July 2012 India 2.4 billion tons of CO2 per blackout was the largest year, approximately 40% of power outage in Indian the nation’s total global history warming pollution 620 million people, about 9% of the world population
  14. 14. Smart Grids Peak Load Stress • • You can save 3% on your energy bill for every degree you lower your thermostat U.S. power plants emit roughly 2.4 billion tons of CO2 per year, approximately 40% of the nation’s total global warming pollution Frequent Outages • • • $188 Billion estimated value of economics losses per year in USA July 2012 India blackout was the largest power outage in Indian history 620 million people, about 9% of the world population
  15. 15. M M M FLUTURA’S M2M MANTRAS
  16. 16. Mantra-1 : Think “MVP-Minimum Viable Product”
  17. 17. Mantra-2 : Think “Biz backward … NOT Tech forward” 1. What is the business problem you are solving ? Tightly framed ? 2. Why is important to solve this problem ? 3. Is the business pain acknowledged ? 4. How would the end user “feel”? 5. Are budgets allocated ? 6. What is the actual use case to solve the pain ? Connect with business @ a deeper level !
  18. 18. Mantra-3 : Think “Data Signatures” • Text Mining • Collaborative Filtering • Scoring Model • Clustering • Decision Trees ML Algorithm can SPOT many Signatures
  19. 19. Mantra-4 : See Value in the Data
  20. 20. Mantra-5 : Think “Triangulation” The “Real Juices”
  21. 21. Mantra-6 : Think “Data Products” Focus on Actions Not Just Insights
  22. 22. Mantra-7 : “It’s not only science” End User is always a human being
  23. 23. FLUTURA’S M2M MANTRAS ANY QUESTIONS? Minimum Viable Product Biz backward … NOT Tech forward Data Signatures See Value in the Data Triangulation It’s not only science Email: ganesh@flutura.com Data Products
  24. 24. About Information Excellence Group Community Focused Volunteer Driven Knowledge Share Accelerated Learning Collective Excellence Distilled Knowledge Shared, Non Conflicting Goals Validation / Brainstorm platform Progress Information Excellence Towards an Enriched Profession, Business and Society Mentor, Guide, Coach Satisfied, Empowered Professional Richer Industry and Academia
  25. 25. About Information Excellence Group Reach us at: blog: http://informationexcellence.wordpress.com/ presentations: http://www.slideshare.net/informationexcellence linked in: http://www.linkedin.com/groups/Information-Excellence-3893869 Facebook: http://www.facebook.com/pages/Information-excellence-group/171892096247159 Google+: https://plus.google.com/u/0/communities/102316155996060621595 twitter: email: #infoexcel informationexcellence@compegence.com informationexcellencegroup@gmail.com Have you enriched yourself by contributing to the community Knowledge Share..

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