Roja Velpuri
Data Analyst | Credit Risk | Compliance | SQL | Excel
About
Data-driven professional with 4+ years of experience in process optimization, risk assessment, and data analysis in the finance and banking sector. Experienced in improving internal processes, enhancing operational efficiency, and supporting regulatory compliance through data-driven insights. Skilled at analyzing complex financial data and translating it into actionable recommendations that improve reporting accuracy, reduce risk, and support informed business decisions.
Skills & Expertise (20)
Work Experience
Consultant
Novas Arc Consulting Pvt. Ltd
Oct 2025 - Nov 2025
Mentored interns in developing an AI-powered FAQ chatbot pipeline using GPT-3.5 Turbo, guiding them through web scraping, data cleaning, and preparing fine-tuning-ready JSONL datasets. Reviewed their code for logic and structure, provided clear feedback on best practices and debugging, and supported the fine-tuning and testing process to ensure accurate, consistent model responses.
Associate - Strategy
Vivifi India Finance Private Limited
Jan 2025 - Sep 2025
Analyzed loan onboarding lifecycle KPIs to identify operational bottlenecks, improving process efficiency and reporting accuracy. Performed portfolio analytics on post-disbursement customer performance, evaluating conversion rates, delinquency trends, NPA levels, and first-default behavior to enhance credit risk monitoring frameworks. Strengthened credit risk assessment models by analyzing key credit variables and supporting refined risk segmentation strategies for improved decision accuracy. Led CKYC process analytics and compliance monitoring, improving on-time regulatory uploads to 99% and increasing CKYC success rate from 70% to 90% through enhanced data validation controls. Managed Dormant Accounts governance reporting and contributed to policy revisions, improving regulatory adherence and operational clarity. Delivered automated hourly and daily performance reports using SQL and Python, enabling real-time business monitoring and data-driven decision-making. Designed and implemented an in-house Python-based shortlink tracking system to ensure communication compliance and improve campaign monitoring efficiency.
Analyst - Python
TekFriday Processing Solutions Pvt Ltd
Jun 2021 - Dec 2024
Developed automated data extraction and reporting pipelines using Python and SQL to streamline accounting and recurring business reports, reducing manual effort by 60–70%. Tools used: PyODBC, Selenium, Openpyxl, SMTP, Flask-APScheduler, SQL. Built reconciliation models for ACH and credit/debit card transactions, reducing discrepancy resolution time by 65% and improving financial data accuracy. Automated end-of-day discrepancy detection and alert systems, enhancing financial reporting reliability. Collaborated with cross-functional teams to resolve data inconsistencies, support audit requirements, and ensure smooth month-end and quarter-end reporting processes. Improved reporting workflows by optimizing SQL queries and automation scripts, ensuring timely delivery of business-critical insights.
Education
Integrated M.Sc. - Chemistry - School of Chemistry, University of Hyderabad
- 2017 · Afghanistan
Certifications
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Skills (20)
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