Yogitha Chilukuri
Data Scientist
Bangalore
Summary
Data Scientist with around 5.6 years of industry experience in Banking, Financial Services domain with wide range of functions including predictive modeling, text classification, time series forecasting and executing data-driven solution to increase efficiency; utilize the prioritization skills and analytical ability to achieve goals of the company. To seek and maintain full-time position that offers professional challenges utilizing interpersonal skills, excellent time management and problem-solving skills.
Overview
6
6
years of professional experience
4
4
years of post-secondary education
Work History
Sanction New Screening
Societe Generale
Bangalore
07.2021 - Current
- Identifying similar articles but clustering based on similarity matrix
- Implemented topic modeling using NMF technique to identify relevant topics
- Used random forest to tag the relevance flags and hence identify the sanctioned news
- Reduced analysts manual efforts by 63%
- Worked with customers to understand needs and provide excellent service
- Used critical thinking to break down problems, evaluate solutions and make decisions.
- Maintained energy and enthusiasm in fast-paced environment.
- Proved successful working within tight deadlines and fast-paced atmosphere
- Demonstrated strong organizational and time management skills while managing multiple projects
Forecasting NBI
Societe Generale
Bangalore
07.2021 - Current
- Built ARDL and ARIMAX models for various business units to forecast NBI using macro economic factors
- Monitor and Backtest the built models regularly to check the performance of the models on latest data
- Carried out day-to-day duties accurately and efficiently.
- Used coordination and planning skills to achieve results according to schedule.
- Participated in team projects, demonstrating an ability to work collaboratively and effectively
- Identified issues, analyzed information and provided solutions to problems
EAC Forecasting
Societe Generale
Bengaluru
07.2021 - Current
- Worked with stakeholders to understand the problem and develop weekly roadmap based on impact.
- Utilized advanced querying, visualization and analytics tools to analyze and process complex data sets.
- Implemented multiple frameworks (ARIMAX, LSTM) to improve performance and accuracy
- Participated in team projects, demonstrating an ability to work collaboratively and effectively
- Acted as a team leader in group projects, delegating tasks and providing feedback
Credit/Debit Card Analysis
Fiserv
Bangalore
09.2017 - 07.2021
- Campaigns on debit cards
- Designed spend simulation campaign on credit cards
- Worked on credit card cluster segmentation to identify various cardholder behavior
- Credit risk modeling on credit cards to identify probability of default
- Developed a logistic model for deposit growth to predict customers propensity to accept deposit product
- Implemented next best product recommendation for deposit products using multinomial regression models (Beggs and Grays technique)
- COVID impact on credit and debit cards portfolio
- Built statistical spend attrition model to identify customer churn of credit and debit cards
- Created data visualization graphics, translating complex data sets into comprehensive visual representations
- Detected patterns in data using data mining techniques to draw the relevant insights to the business
- Used different data mining techniques like Data cleaning and preparation, Clustering, Regression etc
- Maintained positive business relationships with both internal personnel and external data solution providers.
Education
Bachelor of Engineering (B.E - Computer Science and Engineering
Cambridge Institute of Technology
Bangalore 08.2013 - 07.2017
Skills
Logistic Regression
undefinedTimeline
Sanction New Screening
Societe Generale
07.2021 - Current
Forecasting NBI
Societe Generale
07.2021 - Current
EAC Forecasting
Societe Generale
07.2021 - Current
Credit/Debit Card Analysis
Fiserv
09.2017 - 07.2021
Bachelor of Engineering (B.E - Computer Science and Engineering
Cambridge Institute of Technology
08.2013 - 07.2017
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