Nikhil Reddy
Data Analyst | Transforming complex data into actionable insights | Proficient in SQL, Python, and BI tools | Driving data-driven decision-making and business optimization
- Role
- Data Analyst at Morgan Stanley
- Location
- Aurora, IL, US
- LinkedIn followers
- 500 followers
About Nikhil Reddy
Data Analyst | Data-Driven Decision Maker | Business Intelligence Expert I am a Data…
Experience
Data Analyst
Mar 2024 — Present · US
Designed and executed SQL queries to analyze transaction data, collaborating with Risk Teams and stakeholders to identify patterns of at-risk customer behaviors and potential fraud. Utilized correlation analysis and predictive modeling to enhance risk management strategies.• Developed and optimized complex SQL queries, stored procedures, and indexes to improve database performance, resulting in faster transaction processing and enhanced reporting capabilities.• Applied statistical methods and Python libraries, such as Pandas, NumPy, and TensorFlow, to analyze banking data, develop predictive models, and generate trend reports. Identified potential vulnerabilities in banking programs and operations through in-depth data analysis.• Created interactive dashboards using Tableau, Power BI, and D3.js to visualize key performance indicators (KPIs) and banking trends. Provided actionable insights to leadership for strategic decision-making and operational improvements.• Implemented ETL processes using SSIS and Power Query to accurately extract, transform, and load banking data from various sources, including AWS S3, MySQL, and Oracle. Conducted data profiling to ensure data accuracy and reliability in financial reporting.• Utilized AWS cloud technologies (S3, EC2, Lambda, Redshift) to scale data analytics solutions for banking operations, enhancing the efficiency of data processing and storage. Employed Hadoop and PySpark for big data analysis in banking contexts.• Actively participated in meetings and discussions with banking teams, offering expertise and guidance on data analysis. Collaborated with cross-functional teams using Agile methodologies and tools like JIRA and Rational Team Concert to deliver projects effectively.• Managed project timelines and deliverables using JIRA, Rational Requisite Pro, and SharePoint. Documented data analysis processes and methodologies in MS Visio, ensuring comprehensive and clear documentation.
Education
SRI SATYA SAI UNIVERSITY OF TECHNOLOGY & MEDICAL SCIENCES, SEHORE
Bachelor's degree
Lewis University
Master's degree
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