About
Data Analyst with a B.Tech in Computer Science and 11 years of BFSI domain expertise in banking operations, compliance reporting, NPA management, and financial data reconciliation at Indian Overseas Bank — a significant advantage for analyst roles requiring business context alongside technical skills. Completed a Data Science internship at Cognifyz Technologies (2025) working on real-world restaurant datasets using Python, SQL, Power BI, and Scikit-learn. Proficient in end-to-end data analysis workflows from data cleaning and EDA to predictive modelling and dashboard reporting.
Skills & Expertise (27)
Work Experience
Data Science Intern
Cognifyz Technologies
Aug 2025 - Sep 2025
Performed end-to-end data analysis on a multi-country restaurant dataset — including data cleaning, missing value handling, data type correction, and EDA to understand rating distributions and class imbalances. Conducted geospatial analysis mapping restaurant locations by latitude/longitude, descriptive statistical analysis across cuisines and cities, and price range segmentation to derive business insights. Applied feature engineering (binary encoding, feature extraction) and built predictive regression models (Linear Regression, Decision Tree, Random Forest) evaluated using RMSE and R² metrics. Delivered data visualizations (histograms, bar charts, scatter plots) and customer preference analysis identifying top cuisines by rating and vote count — translating findings into actionable business insights.
Assistant Manager — Nodal Officer, CGTMSE & CERSAI
Indian Overseas Bank
Jan 2020 - May 2023
Designated Nodal Officer for CGTMSE and CERSAI compliance, managing claim processing and regulatory reporting across 106 branches. Built Excel-based compliance tracking dashboards that improved claim approval rates by 25% and reduced documentation errors by 40%. Secured ₹2 crores in NPA settlements by proactively invoking CGTMSE claims before statutory deadlines through systematic data monitoring. Processed ROI modifications, interest reversals, charge reversals, and advance remittance permissions with high-accuracy financial data reconciliation.
Assistant Manager — Branch Banking Operations
Indian Overseas Bank
Aug 2012 - Dec 2019
Managed end-to-end branch operations including customer transactions, loan documentation, account management, and regulatory compliance. Built foundational expertise in financial data accuracy, risk identification, audit readiness, and process compliance across multiple branches.
Education
B.Tech — Computer Science & Engineering - Mangalam College of Engineering, Mahatma Gandhi University
- 2010 · Afghanistan
Certifications
Data Science & Machine Learning
Entri Elevate (Certified by Illinois Tech, U.S.) · 2025
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Skills (27)
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