Summary
Overview
Skills
Timeline
Work History
Projects @ Github
Education
Certification
Trainings
Accomplishments
Interests
Generic
Abhishek Kumar

Abhishek Kumar

Data Engineer
Bangalore,Karnataka

Summary

I have 9.0 years of experience in Business Intelligence (BI), Analytics & Data Engineer Solutions for BFSI industry. I hold expertise in Data Analysis, Data Preparation & ETL Pipelines, eDWH, Dashboard & Visualization, Process Automation with SAS, SQL & Python.

Possess understanding of ML Algorithm for Prediction & Classification use-cases. Performed Statistical Analysis, EDA, Feature Engineering, Model Selection, Building & Evaluation with Pandas & Scikit-learn.

Self-Motivated to learn & explore new skills and technologies as well as accountable for assigned tasks. I can work in a team or independently. Pursued PG Diploma in Machine Learning & AI from IIIT-Bangalore.

Overview

9
9
years of professional experience
18
18
years of post-secondary education
3
3
Certificates
2
2
Languages

Skills

SAS, SQL, Python, Git

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Timeline

Business Intelligence Engineer (BIE)

Amazon
06.2022 - Current

Senior Consultant (BIE)

Deloitte
08.2021 - 06.2022

PG Diploma - Machine Learning & AI

IIIT
08.2020 - 09.2021

Certified SAS DI Developer

12-2019

Senior Software Engineer (DE)

SAS R&D
08.2019 - 07.2021

Data Engineer (DE)

Citibank
03.2019 - 08.2019

Certified Advanced SAS Developer

11-2018

Certified Base SAS Developer

05-2018

Associate Consultant (DE)

Capgemini
07.2016 - 03.2019

B.E - Information Science & Engineering

PES Institute of Technology
08.2012 - 06.2016

Higher Secondary -

Ekalavya Educational Complex
04.2009 - 04.2011

Secondary School -

St. Karen’s High School
04.1998 - 03.2009

Work History

Business Intelligence Engineer (BIE)

Amazon
Bangalore, Karnataka
06.2022 - Current

Leading Data & BI efforts for Reporting, Analytics & Automation

Senior Consultant (BIE)

Deloitte
Bangalore, India
08.2021 - 06.2022
  • Retail Risk Model 2.0 : Implementing newer Risk Model to comply & build regulatory reports and dashboards for Basel 3 implementation.
  • Owning development of framework for reporting of Credit Card & Mortgage portfolio.
  • Analyzed different source systems to build consumption layer.
  • Developed an automated validation/test suite.
  • SQL, Python, Pandas, Tableau, SAS, Hive, Anaconda.

Senior Software Engineer (DE)

SAS R&D
Pune, Maharashtra
08.2019 - 07.2021
  • SAS Regulatory Content for, Taxonomies : provides Programming interfaces, European Banking Authority (EBA) Data Point Model (DPM) content and report templates, with SAS RFW to support the regulatory report submission.
  • Implemented new features for COREP & FINREP (Reports)
  • Analysis and development of reporting framework to incorporate EBA Taxonomies in the reporting solution.
  • Developed pipeline to track data validation failures & QC.
  • SAS Solution for Regulatory Capital : computes and reports the regulatory credit risk measures of a bank portfolio under the Basel I, Basel III, and Basel IV standards.
  • Implemented Minimum Loss Coverage – IRB shortfall amt for NPE under capital calculation for Risk Weighted Asset(RWA).
  • Credit default analysis to understand it’s driving features.
  • Rebuilding the solution on top of SAS Risk Stratum platform.
  • SAS, SQL, Macros, Python, Visual Analytics, EDA, ETL.

Data Engineer (DE)

Citibank
Chennai, India
03.2019 - 08.2019
  • Designed & developed an automated framework for daily, weekly and monthly execution of reports.
  • Analytics & Reporting : to analyze and process credit card portfolio with regular & adhoc reports.
  • Performed cohort analysis for credit card customers for metrics like Retention, Churn, Reactivation and %change.
  • SAS, SQL, Macros, Python, Attribution Analysis.

Associate Consultant (DE)

Capgemini
Bangalore, India
07.2016 - 03.2019
  • AnalyticsForBelgium Baloise Insurance : creates an integrated analytical platform from data acquired from various new acquisitions. This helped to visualize customer distribution across major products & regions and to promote cross-selling model and detect fraud claims.
  • Built an Enterprise datawarehouse (e-DWH) based on SAS DDS Model for insurance to achieve data unification.
  • Developed modular, dynamic SAS programs, DI & Dataflux jobs for integration, cleansing, standardization & loading (ETL).
  • VA dashboard to analyze portfolio across products/regions.
  • SAS, SQL, Macros, SAS-DI, DataFlux, VA, Tableau

Projects @ Github

1. Telecom Churn Prediction

This project predicts customers at high risk of churn.


2. Investment Analysis

The EDA is performed to understand the Global Investment trends and provide investment suggestions to Spark Funds.

Education

PG Diploma - Machine Learning & AI

IIIT
Bangalore
08.2020 - 09.2021

B.E - Information Science & Engineering

PES Institute of Technology
Bangalore
08.2012 - 06.2016

Higher Secondary -

Ekalavya Educational Complex
Patna
04.2009 - 04.2011

Secondary School -

St. Karen’s High School
Patna
04.1998 - 03.2009

Certification

Certified SAS DI Developer

Trainings

Python for Data Science, 2020
Multiple SAS Tech, 2017-2020

Accomplishments

VCR Award, 2021 @ SAS R&D

VCR Award, 2020 @ SAS R&D

Star Award, 2018 @ CapG

Tech-Expo @ SAS R&D

Gold-Badges @ Hackerrank

Samurai @ SASensei

Interests

Cricket

Problem - solving

Machine Learning

Abhishek KumarData Engineer