Dipti Mishra
Seattle,WA
Summary
Self-motivated Data Analyst offering ~3 years of experience in predictive modeling, machine learning, and data visualization. Methodical with significant experience in fraud detection for banks, enhancing ID verification automation and developing analytical tools using AWS resources.
Overview
5
5
years of professional experience
Work History
Data Analyst
TransOrg Analytics
Gurugram, India
01.2021 - 11.2023
- Analyzed large datasets to identify trends, patterns and correlations for business insights. Helped in predicting potential fraudulent activities in the daily credit card transactions of a well-known Indian bank, Ratnakar Bank Limited (RBL).
- Led text extraction and object detection projects using Python & AWS Rekognition to automate Aadhar and PAN card(Indian govt IDs) verification, enhancing ID detection accuracy and efficiency.
- Built visualizations on AWS Quicksight that enabled users to quickly interpret results from complex analyses of hotel accomodation. This assisted them in recommending preferences with respect to hotel accomodation.
- Developed scorecards that accurately measured success metrics.
- Worked in different domains in creating marketing collaterals for the team like micro finance, payment banks, collection analytics, customer analytics & fraud detection and worked extensively to create the BFSI deck
Internship
Indira Gandhi Institute of Development Research
, India
05.2019 - 06.2019
- Worked on Modelling Operational Risk under Basel III
- Implemented logistic regression to estimate the extent of the operational risk disclosure by private banks of India.
Education
Master of Science - Economics
IIT Roorkee
CGPA: 8.3001-2020
Bachelor of Science - Mathematics
Banaras Hindu University
CGPA: 8.0801-2017
12th Grade -
Childrens Academy
PC: 90%01-2014
Skills
- Data Analysis
- Machine Learning
- Statistical Analysis
- Data Visualization and Presentations
- Structured Query Language (SQL)
- Python
- MS Excel (Vlookup & Pivot table)
- Data Modeling
- Econometrics
- AWS Rekognition and SageMaker
Accomplishments
- AIR(All India Rank) 463 in JAM Mathematics 2018
- AIR(All India Rank) 209 in PET (BHU Entrance Examination) 2018
Hobbies and Interests
- Reading
- Listening to music
- Travelling
Timeline
Data Analyst
TransOrg Analytics
01.2021 - 11.2023
Internship
Indira Gandhi Institute of Development Research
05.2019 - 06.2019
Master of Science - Economics
IIT Roorkee
Bachelor of Science - Mathematics
Banaras Hindu University
12th Grade -
Childrens Academy
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