
Manvi B
Data Analyst, Data Engineer
Competenze

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Esperienza lavorativa
Consultant
KPMG • Full time
Apr 2023 - Sep 2023 • 5 mos
1. Delivered RPA automation bot to allow or deny requests by the customer, PDFs data validation and OCR scanned data against data in the portal, enhanced Python scripts for data manipulation and analysis, reducing manual processes by 80% 2. Drove adoption of bot solution by conducting stakeholder requirement sessions, translating business processes into technical specifications, and delivering knowledge transfer sessions to enable client teams to independently maintain automation capabilities
Data Scientist Intern
Codec Networks
Apr 2022 - Jul 2022 • 3 mos
1. Delivered a Python application to automate Due Diligence and Legal screening process, to make informed decision about companies going under M&A process; saved 85% manual research time 2. Insurance Fraud Detection: Developed supervised ML-based outlier detection system analyzing 100k+ claims using Random Forest and Logistic regression to identify fraudulent patterns reducing false positive by 40%, enabling proactive investigation, and reducing loss ratios
System Engineer
Tata Consultancy Services • Full time
Jan 2017 - Oct 2021 • 4 yrs 9 mos
1. Led regulatory and compliance analytics reporting using SANS20; implemented compliance logics and improved audit-readiness 2. Developed and optimized complex SQL stored procedures on MS SQL for data manipulation, data ingestion from multiple sources into centralized SQL database, implemented ISO controls and anomaly detection logic for regulatory reporting 3. Identified risks and established automate reporting system using ETL, SSIS data pipelines; ensuring process improvement, better data quality, process optimization, and comprehensive documentation; increasing reporting efficiency by 90% 4. Partnered with audit and business stakeholders to address gaps and translated Excel dashboard to Power BI dashboard tracking KPIs and performance metrics driving compliance rates to 94.5% and allowing leadership with the visibility needed for data-driven decisions