Omini Paduru
Data Analyst at Wells Fargo | 4+ Years in Data Modeling, Visualization & Machine Learning | Python, SQL, Power BI
- Role
- Data Analyst at Wells Fargo
- Location
- Bridgeport, CT, US
- LinkedIn followers
- 500 followers
About Omini Paduru
Results-driven Data Analyst with 4 years of experience in data analysis, business intelligence, and ETL processes, delivering actionable insights to drive strategic decision-making. Expertise in SQL, Tableau, Python, and machine learning for solving complex business problems across domains like healthcare analytics and customer churn prediction.1) Proven success in Tableau/Power BI development and administration, creating interactive dashboards to visualize trends, KPIs, and optimize performance.2) Skilled in ETL tools (SSIS) for efficient data extraction, transformation, and pipeline automation.3) Delivered impactful machine learning solutions, including churn prediction models for the health insurance industry using Random Forest algorithms.4) Adept at data cleaning, outlier detection, feature selection, and addressing data imbalance issues.Strong communicator with a Master\'s in Computer and Information Sciences, combining technical expertise with business acumen. Open to opportunities in data analysis, BI development, and analytics leadership roles where I can drive value through data-driven solutions.
Experience
Data Analyst
Jun 2023 — Present · US
Developed planning reports using Python and R packages like Pandas, Matplotlib, SciPy, and ggplot2, delivering actionable insights to support strategic decision-making.•Analyzed business user requirements and designed Tableau-based software solutions, creating visualizations aligned with user needs.•Built and deployed predictive models utilizing machine learning algorithms, including linear regression, classification, Naive Bayes, Random Forests, K-means clustering, KNN, PCA, and regularization, to solve complex data analysis challenges.•Cleaned and processed third-party spending data using Excel macros and Python libraries like NumPy and Matplotlib, ensuring data accuracy and usability.•Managed end-to-end complex data migration, conversion, and modeling tasks using Alteryx and SQL, while creating highquality Tableau dashboards for data visualization.•Conducted data analysis on datasets stored in AWS S3, AWS Redshift, Snowflake, and Teradata, leveraging tools like SQL, Python, Spark, and Databricks for insights and performance optimization.•Streamlined the model deployment process by implementing automated pipelines using CI/CD tools, reducing deployment time by 52%
Education
New England College
Masters Degree, Computer and Information Systems Securityinformation Assurance
2023 — 2024
Cmr College of Engineering and Technology
Bachelors Degree, Electrical Electronics and Communications Engineering
2017 — 2021
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.