Pooja Avaradi

Data and analytics professional with expertise in SQL, Python and data visualization, experienced in analyzing large datasets, performing data validation and generating actionable insights for business decision making. Skilled in exploratory data analysis, dashboard development and stakeholder collaboration. Familiar with cloud-based data platforms and scalable data processing environments. Strong collaborator with a focus on delivering reliable, data-driven insights.

ML Data Associate II - Amazon Web Services (AWS) - Bangalore, Karnataka

(2024-11 - 2026-03)

• Performed large scale data validation, data quality checks and schema consistency reviews on structured datasets supporting machine learning workflows.
• Analyzed high volume datasets using SQL and Python to identify data anomalies, duplicates and inconsistencies, improving downstream data processing reliability.
• Supported audit and compliance processes by performing detailed data analysis and generating validation reports for issue tracking and resolution.
• Identified recurring data quality issues and implemented standardized validation checks and process improvements to reduce error rates.
• Collaborated with cross functional teams to support data readiness for ML pipelines by ensuring clean, well structured input datasets.
• Maintained detailed documentation of data issues, validation logic and resolution steps to improve traceability and operational efficiency.

Process Consultant - Campus Technology - Bangalore, Karnataka

(2023-08 - 2024-08)

• Extracted, cleaned and processed large datasets using SQL, Excel and Google Sheets to support academic analytics and reporting.
• Designed data transformation workflows and reporting pipelines for institutional data used in NAAC accreditation.
• Developed MIS dashboards and analytical reports to support operational and strategic decision making.
• Ensured data consistency, accuracy and integrity across multiple datasets and reporting systems.
• Worked closely with stakeholders to understand requirements and deliver data-driven insights and recommendations.
• Managed structured data repositories and ensured timely data availability for audits and compliance requirements.

Bachelor of Engineering - Computer Science - UBDT College of Engineering Davangere (2016 - 2020)