PRAGYAN PRAKASH PARIDA
Hyderabad
Summary
Committed to leveraging data-driven insights and empowering strategic decisions. Demonstrates enthusiasm for transforming complex data into actionable business solutions through experience in developing machine learning models and data visualization tools. Accomplished in advanced Excel, SQL, and Python with a track record of improving pricing strategies and risk management. Ready to take on outlined challenges and contribute to meaningful innovation in the data analytics space.
Overview
9
9
years of professional experience
Work History
Manager 2
ICICI Bank LTD
04.2022 - Current
- Company Overview: Leading private sector bank in India
- Automated UAT Testing: Developed a Python-based automated UAT framework for scorecard models, cutting manual testing time by 60% and enhancing decision variable validation accuracy
- Data Accessibility & Process Optimization: Designed a centralized credit lending data-mart, integrating 10+ sources to cut data retrieval time by 50% and streamlined monthly monitoring for 30% faster reporting
- Model Validation & Enhancement: Refined retail underwriting models based on validation findings, boosting predictive accuracy by 10% and ensuring regulatory compliance
- Scoring Model Performance Monitoring: Developed and automated monthly scorecard performance reports, tracking 100K+ transactions monthly across Application, Transaction, CIBIL Score, and ABCM Color Tagging, leading to a 20% improvement in risk assessment efficiency
- Credit Risk Mitigation & Portfolio Quality Improvement: Developed a transaction-based scoring model to identify low-risk customers, reducing defaults by 18% and enhancing portfolio quality.
Analyst
IQVIA
09.2017 - 10.2018
- Company Overview: Global provider of data, technology, and consulting services for the healthcare industry
- Web Scraping & Market Intelligence: Built a BeautifulSoup web crawler to extract Poland's healthcare market data, automating analysis with Excel dashboards and cutting manual effort by 70%
- Predictive Modeling & Visualization: Developed a linear regression model improving patient enrollment predictions in clinical trails by 15%. Automated an Excel dashboard using SQL, boosting selection efficiency
- Physician Behavior Analysis: Created physician concentration curves and heat maps, identifying top 10% of physicians and hospitals for clinical trial site optimization leading to Improved trial recruitment strategies by 20%.
Business Analyst
Affine Analytics
07.2016 - 07.2017
- Company Overview: A data analytics firm providing business solutions
- Price Optimization: Developed a price elasticity model to generate data-driven pricing recommendations, leading to a 5-10% improvement in pricing accuracy by integrating customer segmentation insights.
- Customer Segmentation & Market Strategy: Conducted cluster analysis on Sears store and item-level data, identifying distinct customer groups for personalized pricing strategies, increasing targeted campaign effectiveness by 15%.
- Knowledge Management & Efficiency: Compiled and structured 100+ past case studies into an organized repository, improving accessibility for client presentations and reducing research time by 40%.
Education
M.Tech - Data Science and Analytics
XUB
Bhubaneswar, India05.2021
Btech - Industrial Design
NIT
Raurkela, India06.2016
Skills
- Data Mining
- Supervised Machine Learning
- Microsoft Excel
- Microsoft Power BI
- Python
- R
Websites
Languages
English
Hindi
Odia
Hobbies and Interests
I enjoy digital painting, table tennis, and cricket in my leisure time, combining creativity with active sports for a well-rounded balance.
Timeline
Manager 2
ICICI Bank LTD
04.2022 - Current
Analyst
IQVIA
09.2017 - 10.2018
Business Analyst
Affine Analytics
07.2016 - 07.2017
M.Tech - Data Science and Analytics
XUB
Btech - Industrial Design
NIT
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