𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 & 𝐑𝐞𝐩𝐨𝐫𝐭𝐢𝐧𝐠 𝐑𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬:Developed and maintained automated reports and dashboards using business intelligence tools (e.g., Tableau, Power BI) Utilize PowerQuery , SQL to extract, transform, and analyze large datasets, deriving meaningful insights.Knowledge of ML algorithms, particularly in deep learning, NLP, and Transformers, to enhance data analysis where applicable.Probability of Default Model - Assisted banks’ collection… Show more 𝐃𝐚𝐭𝐚 𝐒𝐜𝐢𝐞𝐧𝐜𝐞 & 𝐑𝐞𝐩𝐨𝐫𝐭𝐢𝐧𝐠 𝐑𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬:Developed and maintained automated reports and dashboards using business intelligence tools (e.g., Tableau, Power BI) Utilize PowerQuery , SQL to extract, transform, and analyze large datasets, deriving meaningful insights.Knowledge of ML algorithms, particularly in deep learning, NLP, and Transformers, to enhance data analysis where applicable.Probability of Default Model - Assisted banks’ collection team through identification of potential defaulters 2 months prior based on their Mobile Banking behavioral pattern only. Achieved remarkable results:• Precision - 80%• Recall - 91%• Accuracy - 90%Technologies: Python, PySpark, Tensorflow, Scikit-Learn, Statsmodel, Tree-based models𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐀𝐧𝐚𝐥𝐲𝐬𝐭 𝐑𝐞𝐬𝐩𝐨𝐧𝐬𝐢𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬:Product #1: Develop Customer Master Data Management aims to provide a single, accurate, Golden Records of customer to support various business processes from different Sources. Business Impact: 360-Degree Customer View, Improved Data Quality,Operational Efficiency, Enhanced Customer Experience, Regulatory Compliance & target Marketing. -To consolidated data points from different source system -To validate the data from source -To perform end to end QAT cycle -To perform validation of Rule Base preferences Product#2: Develop Self-Service Reporting System is a platform that allows users to generate, customize, and analyze reports without requiring the intervention of IT or data specialists. It empowers users with the ability to access and manipulate data to derive insights, fulfill regulatory requirements. Business Impact: Empowers Business Users, Increased Productivity, Improved Data Governance -To develop the BRD of Advances & Deposit customer portfolio in UI with input parameters like Account Number, Branch Code Etc. -To develop the BRD Transaction level data with input parameters in single UI Show less

• Calculation of margins by using VaR methodologies• Using Statistical Technique on structured data• Design, develop and establish KPI’s to monitor analysis• Drive the design and build of Visualizations and Analytics• Daily pricing for mark to market for future derivatives contracts• Perform back testing, model validation & UAT.• Identify, track, or maintain metrics for trading system operations. Monitoring internal limits Stop Loss trigger, volatility alerts &… Show more • Calculation of margins by using VaR methodologies• Using Statistical Technique on structured data• Design, develop and establish KPI’s to monitor analysis• Drive the design and build of Visualizations and Analytics• Daily pricing for mark to market for future derivatives contracts• Perform back testing, model validation & UAT.• Identify, track, or maintain metrics for trading system operations. Monitoring internal limits Stop Loss trigger, volatility alerts & international news impact.• Market Maker/Broker Stress Testing and limit assessment.• Review Credit limits of counter party (acceptance/rejection withdrawal according to real time current margin exposure) Show less

-Managing and analyzing customer data to ensure compliance with regulatory standards.-Dealing with diverse sets of customer information, including personal details, financial records, and business relationships, to facilitate effective and accurate customer identity verification.-Implementing AML guidelines for managing dormant accounts and surrendering unclaimed deposits. This involves utilizing historical data to identify dormant accounts, implementing protocols for marking them, and… Show more -Managing and analyzing customer data to ensure compliance with regulatory standards.-Dealing with diverse sets of customer information, including personal details, financial records, and business relationships, to facilitate effective and accurate customer identity verification.-Implementing AML guidelines for managing dormant accounts and surrendering unclaimed deposits. This involves utilizing historical data to identify dormant accounts, implementing protocols for marking them, and ensuring compliance with regulatory requirements when surrendering unclaimed deposits to the State Bank of Pakistan (SBP). Show less

• Prepare corporate client's data and information for making regular report data handling• Making Proposals / Policies of Corporate Clients• Assist Marketing Officers & Branches• Pricing of Group Health & Group Life insurance@ Corporate Business (CBO), Head Office