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PROFILE

• 3+ years of full-time work experience in the Banking industry (Westpac, ICICI Bank and J.P. Morgan)
• Master of Information Technology (majors: Data Science, AI) graduate at UNSW with Award of Excellence
• Strong background in operational and risk analytics across multiple banking teams
• Predictive modelling and machine learning exposure with credit risk division at ICICI Bank, India
• Programmed and developed trading strategies for the Global Markets Group at J.P. Morgan

EDUCATION

Master of Information Technology (majors: Artificial Intelligence, Data Science) · Jul 2018 – Sep 2020

University of New South Wales, Sydney, Australia; WAM 84/100

Awarded Master of Information Technology with Excellence · Sep 2020

Awarded UNSW Future of Change Scholarship for the postgraduate program in IT · Jul 2018

Master of Science (Economics) and Bachelor of Engineering (Mechanical) · Aug 2011 – May 2016

BITS Pilani, Pilani, India; WAM 8.97/10

Awarded 2 nd prize for the project ‘Collaborative consumption’ in the technical fest Apogee · Mar 2015

PROFESSIONAL EXPERIENCE

Software Engineer · Nov 2020 – Present

Westpac, Sydney, Australia (via Infosys)

Integrated Adobe Analytics with the Customer Service Hub Home loan origination program as part of a “Digital

Delivery” project focused on enabling pre-approval of loan applications through mobile and online channels, for Anonymous To Bank (ATB) customers

Improved rendering time of different screens in the Home Loan Application by using React fragments and functional components, reducing the average load time by 16%

Data Scientist (Part time) · May 2020 – Nov 2020

KyperX, Sydney, Australia

Developed and implemented data harvesting pipeline for 3000+ courses from major Australian universities

Implemented and monitored the operational strategy for Platute (on-demand education platform, a KyperX product) which resulted in an increase in customer base by 20%

Analyst · Jul 2016 – May 2018

ICICI, Business Intelligence Unit, Hyderabad, India

Engaged with various stakeholders to provide analytical solutions and insights to complex problems;

Delivered key projects in analytics, big data and machine learning using SQL, Python and Tableau:

Monitoring for Frauds: Identified accounts of family members of a certain set of customers on the basis of address match using Jaccard distance, which reduced the number of fraud cases by 15%

Automatic Text Classification: Classified employees into 4 categories to obtain behavioural characteristic trends and sentiments through sentiment analysis, increasing retention rate by 5%

Credit and Market Risk: Developed pooling logic for retail asset portfolios with respect to two different dimensions of risk: Likelihood of default (Probability of Default i.e. PD) and Expected recovery (Loss Given

Default i.e. LGD); Assessed factor sensitivity of portfolios using measures like modified duration

Promoted in 1 year from ‘Management trainee’ to ‘Manager-I’ for exemplary performance · Jul 2017

Awarded for the project ‘IFRS9 Expected Credit Loss Estimation’ in the category ‘Intelligence’ · Oct 2017

Analyst · Jan 2016 – Jun 2016

J.P. Morgan Services, Global Markets Group, Mumbai, India

Automated a performance tracker to analyse global markets for different trading instruments and their percentage share of profits, saving 16 man-hours per week

Developed trading strategies for exotic options and derivatives on python-based platform “Athena”

Created impactful visualizations of internal equities data based on price and volatility analysis

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ADDITIONAL EXPERIENCE

Teaching Assistant (Part time) · Feb 2019 – Nov 2020

University of New South Wales, Sydney, Australia

Courses: Python, Data Structures, Database Systems, IT Project, Computer Networks

Advanced Python instructor for four consecutive semesters for Masters’ students

Tutored and administered multiple advanced programming subjects to 400+ students across 7 courses at UNSW; Tasks included holding classroom tutoring sessions, overseeing lab work, creating assignments, developing examination questions and handling student question forums

MITACS Globalink Intern · May 2015 – Aug 2015

University of New Brunswick, Fredericton, Canada

Worked under Dr. Victoria Chester on ‘Kinematic multi-segment foot models’ for gait analysis

Cultural exchange program to get international exposure and work with students from nine other countries

EXTRACURRICULAR ACTIVITIES

Arc Delegate, UNSW Data Science Society · Apr 2019 – Aug 2020

Contributed to several programs and hackathons conducted for society members at the post graduate level

Was responsible for the growth of the society and designed outreach programs to actively recruit new students

Team Leader, UNSW Hero Program · Dec 2018 – Feb 2019

Pitched an innovative development project as part of the Heroes program

Ranked among top 5 selected to present in the UNSW Service Improvement Conference out of 36 teams

Schooling Operations Head, National Service Scheme · Aug 2014 – Mar 2018

Spear-headed operations at NSS Night School and inculcated community development approach

CERTIFICATIONS AND CONFERENCES

Tableau certification by LinkedIn Learning · Aug 2020

A certification on best practices for using Tableau in industry using most modern features (like Viz Animations) conducted by Curt Frye

Machine Learning training by Math Logic · Apr 2017

Focused on machine learning and deep learning models that can lead to 10%-30% performance improvement over traditional modelling paradigms in a variety of use cases

Harvard US-India Initiative Conference · Jan 2017

Addressed some of India’s most pressing social, economic and environmental issues in a student run organization that aims to create a dialogue between Indian and American youth

Chartered Financial Analyst, Level-1 · Dec 2016

Professional designation received from the CFA institute, formerly AIMR that measures the competence and integrity of financial analysts

SKILLS

Technical Skills

Data management & visualization: SQL, SAS, R, Tableau, Power BI

Programming: Python, C, Scala, VBA, HTML, CSS, JavaScript, Prolog

Frameworks: Hadoop, Spark, React.js, Node.js, Git (Version Control System)

Office tools: Microsoft Office (Word, Excel, PowerPoint), MS Teams, Slack, Zoom, BB Collaborate

Interpersonal Skills

Communication, Teamwork, Leadership, Stakeholder Management

REFEREES

Dr. Michael Thielscher · Anirudh Vanimesetty · Abhinav Krishna

Professor, UNSW · Senior Consultant, ex-ICICI · Associate, J.P. Morgan

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