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Aug 10 2018

saurabhbatra96 closed T190523: Machine Learning for Fraud Detection as Resolved.
Aug 10 2018, 9:40 PM · Machine-Learning-Team, Fundraising-Backlog

Jul 13 2018

saurabhbatra96 added a comment to T190523: Machine Learning for Fraud Detection.

Tracking API frontend code here - https://github.com/saurabhbatra96/wmf-fd-api

Jul 13 2018, 8:50 PM · Machine-Learning-Team, Fundraising-Backlog
saurabhbatra96 added a comment to T199373: Staging access for Saurabh.

Just checked, Fedex estimates a shipping time of around 6-7 days from SF to Hyderabad. I guess, worst case, it's possible to wait till then, but if a workaround is possible, it'd be greatly appreciated.

Jul 13 2018, 3:50 PM · fundraising-tech-ops

Jul 12 2018

saurabhbatra96 added a comment to T190523: Machine Learning for Fraud Detection.
Jul 12 2018, 1:58 PM · Machine-Learning-Team, Fundraising-Backlog

Jun 11 2018

saurabhbatra96 updated subscribers of T190523: Machine Learning for Fraud Detection.

Hi @srishakatux , reopening this because the project is still underway and we're tracking here, removed the GSoC tag though.

Jun 11 2018, 2:51 PM · Machine-Learning-Team, Fundraising-Backlog
saurabhbatra96 updated subscribers of T190523: Machine Learning for Fraud Detection.
Jun 11 2018, 2:50 PM · Machine-Learning-Team, Fundraising-Backlog
saurabhbatra96 renamed T190523: Machine Learning for Fraud Detection from [GSoC 2018] Machine Learning for Fraud Detection to Machine Learning for Fraud Detection.
Jun 11 2018, 2:49 PM · Machine-Learning-Team, Fundraising-Backlog

May 25 2018

saurabhbatra96 added a comment to T190523: Machine Learning for Fraud Detection.

Meeting 1 discussion points -

May 25 2018, 6:46 AM · Machine-Learning-Team, Fundraising-Backlog

Mar 30 2018

saurabhbatra96 added a comment to T190523: Machine Learning for Fraud Detection.

@Eileenmcnaughton I think that is quite possible to do within the current design because all we have is a machine learning model interfacing externally as an API. It makes no difference to the architecture whether the model predicts donor behavior or frauds. The extra work, of course, is in implementing a model to predict donor behavior which is currently out of scope but anyone familiar with machine learning can implement.

Mar 30 2018, 2:33 PM · Machine-Learning-Team, Fundraising-Backlog

Mar 25 2018

saurabhbatra96 added a comment to T190523: Machine Learning for Fraud Detection.

@awight I've added some checkpoints to help us evaluate exactly what we should be aiming to achieve in order to deem the project "complete" , if not a "success", if we come up against tough to cross hurdles.

Mar 25 2018, 12:00 PM · Machine-Learning-Team, Fundraising-Backlog
saurabhbatra96 updated the task description for T190523: Machine Learning for Fraud Detection.
Mar 25 2018, 11:56 AM · Machine-Learning-Team, Fundraising-Backlog

Mar 24 2018

saurabhbatra96 added a comment to T190523: Machine Learning for Fraud Detection.

I imagine data collection will take longer, unless there's something ready to go already? Even after the initial data is collected, we'll probably come back and iterate later.

So GSoC has a community bonding period from April 23 to May 14; I was counting week 1 to be the first week of coding, i.e. the week starting on May 15 so we should have about 3-4 weeks to collect and sanitize the data. Still, I should probably mention this in the proposal, it's not very clear from the timeline.

Mar 24 2018, 3:51 PM · Machine-Learning-Team, Fundraising-Backlog

Mar 23 2018

saurabhbatra96 added a comment to T190103: GSOC proposal - Machine learning fraud detection.

Shifted the content and subscribers to T190523. @Eileenmcnaughton it might be okay to close this now.

Mar 23 2018, 2:14 PM · Fundraising-Backlog, Google-Summer-of-Code (2018)
saurabhbatra96 created T190523: Machine Learning for Fraud Detection.
Mar 23 2018, 2:12 PM · Machine-Learning-Team, Fundraising-Backlog

Mar 22 2018

saurabhbatra96 added a comment to T190103: GSOC proposal - Machine learning fraud detection.

@srishakatux @Eileenmcnaughton duly noted. Thanks for the info; I'll try and do a draft on phab (and also Civi's gitlab) by EOD.

Mar 22 2018, 10:16 AM · Fundraising-Backlog, Google-Summer-of-Code (2018)