Raghavan Madabusi replied to Hawes's discussion Is there a Common Credit Union Data Model for Members, Accounts and Transactions?
"Thanks Naveen. I'm pretty sure it includes Transaction related schema (see below). However, I do agree this is not ready for data analytics but CUFX is one step closer to that normalization process. 
http://cufxstandards.com/portals/0/Content/Schema…"
Jan 2
Raghavan Madabusi replied to Hawes's discussion Is there a Common Credit Union Data Model for Members, Accounts and Transactions?
"Adam & Naveen,
I believe there is one called CUFX (Credit Union Financial Exchange) that provides some guidelines on the data model for CU. I even written an article on our experience with a credit union for their data analytics journey.
https://www…"
Jan 1
Raghavan Madabusi is now a member of Credit Union Solutions Gallery - CULytics
Nov 29, 2017
Raghavan Madabusi replied to Naveen Jain's discussion Top Education Sources/Books
"I haven't come across any books for Banking talking about Data Journey. I usually refer the following from time to time:

Filene Research Institute whitepapers (https://filene.org/)
Creditunions.com
CU Journal (cujournal.com)
Of course, Google

The…"
Jun 28, 2017
Raghavan Madabusi replied to Naveen Jain's discussion Top Education Sources/Books
Jun 26, 2017
Raghavan Madabusi posted a blog post
Jun 26, 2017
Raghavan Madabusi posted a blog post
What is CUFXCUFX is an open, vendor agnostic and broad integration standard designed by leading Credit Unions (CU) and vendors to reduce the time and cost of systems integration.CUFX ObjectivesImprove the member experience and help CUs rapidly innov…
Jun 22, 2017
Raghavan Madabusi commented on Raghavan Madabusi's blog post Deep Insights of Credit Union Member's Data with Machine Learning
"Naveen,
Note: Long reply.
The tedious part is of course the data preparation and normalization. Below are our experiences running these sort of models on capital market industry:
1. Energy Well Performance Projection: This is similar to Member Lifet…"
Jun 12, 2017
Raghavan Madabusi posted a blog post
Overview
This is a follow up to Big Data Strategy & Roadmap - Our Data Journey blog and the focus is on different use cases that Treselle System's engineering team identified to demonstrate the basic power of Machine Learning (ML) and predictive ana…
Jun 11, 2017
Raghavan Madabusi commented on Raghavan Madabusi's blog post Big Data Strategy & Roadmap - Our Data Journey
"Naveen, I just posted an article on LinkedIn about the use cases using machine learning algorithms.
https://www.linkedin.com/pulse/deep-insights-credit-union-members-d...
The below are other use cases based on Loan Application and Wallet Share analy…"
Jun 10, 2017
Raghavan Madabusi commented on Raghavan Madabusi's blog post Big Data Strategy & Roadmap - Our Data Journey
"Naveen,
We are still in the preliminary stages with one of the CU's we have been working with to whom we have provided our strategy and roadmap. So, I can't comment much with respect to direct CU and Bank related experience. However, We are the engi…"
Jun 8, 2017
Raghavan Madabusi commented on Raghavan Madabusi's blog post Big Data Strategy & Roadmap - Our Data Journey
"Hi Naveen,
Just to make sure that we haven't gone too deep with the CU'that we are in talks with but below are our observation:
External Sources:
Salesforce Call Details (this involves some NLP techniques to understand the sentiments)Surveys (both o…"
Jun 7, 2017
Raghavan Madabusi replied to Naveen Jain's discussion Introduce Yourself
"I'm Raghavan Madabusi, VP of Treselle Systems(www.treselle.com) helping customers in fintech industry to solve their data problems. We are the team behind a capital market investment analytics company for the past 5 years developed multiple products…"
Jun 7, 2017
Raghavan Madabusi posted a blog post
High Level CU Business Goals:Generate & automate reports from the data that are in different silo systems.Enable business analysts and other stakeholders find the needed data and perform necessary data wrangling and reports with minimal engineering…
Jun 7, 2017
Raghavan Madabusi is now a member of Credit Union Big Data Analytics Community and Summit - CULytics
Jun 7, 2017