The Fifth Elephant winter edition 2019
Winter edition of India's most renowned conference on big data and data science
The Fifth Elephant is rated as India’s best conference on big data, data science and application of data to real-life use cases.
It is a conference for practitioners, by practitioners. The Fifth Elephant completed its seventh edition in Bangalore, on 26 and 27 July 2018. The Bangalore edition caters to data and ML engineers, architects, technologists, data scientists, product managers, researchers and business decision-makers.
Hosted by
The Fifth Elephant - known as one of the best data science and Machine Learning conference in Asia - has transitioned into a year-round forum for conversations about data and ML engineering; data science in production; data security and privacy practices. more
RS
Raj Vardhan Singh
@is-rajvardhan
Tackling fraud in Fin-tech space
Submitted Aug 29, 2018
Section: Full talk
Technical level: Intermediate
Fraud as we know it has existed in some or the other form since the concept of monetary transactions came into existence. As part of this session, we would discuss about classifying frauds into different categories and mechanisms to tackle them using behavioral science, honeypots & various other methods in a man-machine ecosystem.
Outline
-
Introduction to Fraud
a. A brief history on fraudb. Differentiating Fraud from the noise
c. Various examples of fraud that we see
-
Detecting Fraud
a. Detecting Identity Fraudb. Detecting Behavioural Fraud
c. Detecting Opportunism
-
Designing products to add better signals for classifications
-
Actions post detecting a suspicious behavior
Speaker bio
Raj Vardhan has about 7 years of experience working with Fortune 100 companies as well startups across the globe consulting on data, tech and product. He is currently the lead data scientist and head of analytics & Inferences at Simpl. In addition, he also looks into the consumer facing part of the product along-with consumer centric risk. In his last 3 + years at Simpl, he has been involved in building the underwriting models, fraud detection mechanisms and the in-house ML platform for at-scale training and deployment of models.
His major interest lies in working with businesses on Data Science Adoption, behavioral sciences and designing intelligent product flows.
Comments
Hosted by
The Fifth Elephant - known as one of the best data science and Machine Learning conference in Asia - has transitioned into a year-round forum for conversations about data and ML engineering; data science in production; data security and privacy practices. more
{{ gettext('Login to leave a comment') }}
{{ gettext('Post a comment…') }}{{ errorMsg }}
{{ gettext('No comments posted yet') }}