Aakanksha Manda
Data Analyst @JPMorganChase
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WORK HISTORY
Data Analyst @JPMorganChase
Charlotte, NC, US
Conducted in-depth business requirements analysis through stakeholder interviews and workshops, translating complex financial needs into technical specifications for BI solutions.• Developed and optimized complex SQL queries and PL/SQL procedures to cleanse and transform multi-terabyte financial datasets, improving reporting accuracy and regulatory compliance.• Designed dynamic Tableau dashboards for portfolio risk, regulatory metrics, and performance KPIs, reducing reporting cycles by 35% and enhancing executive decision-making.• Automated financial workflows using Python (Pandas, NumPy) and VBA, streamlining manual processes and saving 20+ hours of reporting effort weekly.• Built Power BI dashboards integrating GCP BigQuery sources, improving revenue attribution insights and enabling cross-departmental collaboration.• Performed statistical modeling and anomaly detection in Python, increasing fraud detection accuracy by 30% while reducing false positives in compliance checks.• Led Agile sprint planning, JAD sessions, and requirements elicitation workshops, ensuring alignment between business stakeholders, compliance teams, and IT for regulatory reporting enhancements.• Collaborated with compliance, audit, and IT teams to design robust data models and ETL pipelines, ensuring audit readiness and adherence to SEC guidelines.• Partnered with traders, risk managers, and BI developers to deliver end-to-end reporting solutions, driving data-informed investment strategies and risk monitoring.• Conducted process gap analysis and recommended workflow optimizations, resulting in streamlined data flows and enhanced operational efficiencyKey Achievements:• Spearheaded a BI automation project that reduced regulatory reporting turnaround from 10 days to 4 days, improving compliance adherence.• Enhanced decision-making efficiency by 40% through Tableau and Power BI dashboards, driving better investment strategies and risk monitoring.
EDUCATION
Southern New Hampshire University
Master's degree
Keshav Memorial Institute of Technology
Bachelor of Technology - BTech
ABOUT AAKANKSHA MANDA
Proactive Business Data Analyst and BI Developer with 5+ years of experience delivering advanced analytics and BI solutions across banking, healthcare, and media industries. Skilled in translating complex business requirements into technical solutions that drive decision-making, compliance, and business performance.Here are some highlights of my work:• Regulatory Analytics at JPMorgan Chase – Automated BI reporting pipelines, cutting turnaround time from 10 days to 4 days and enhancing compliance with SEC guidelines.• Campaign Performance at LG Ads Solutions – Designed predictive models that boosted campaign ROI by 18% and optimized ad spend efficiency.• Healthcare Data Analytics at Caliber Technologies – Delivered clinical data reporting solutions that improved compliance and reduced reporting turnaround times by 35%.• Cross-Functional Leadership – Led Agile sprints, JAD workshops, and trained business users, improving adoption of BI tools and reducing dependency on IT teams.I thrive in environments where I can integrate data science, BI, and business strategy to drive measurable impact. Passionate about data storytelling, predictive analytics, and building scalable BI solutions that empower stakeholders to make informed, timely decisions.
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