TechCrush Data Analytics Program & Personal Projects (AI dataset preparation)
Built practical data analytics projects emphasizing data validation and quality assurance processes relevant to AI dataset preparation and annotation work. Transformed raw data into structured, reliable formats using SQL and advanced Excel cleaning techniques to make datasets label-ready. Leveraged Power BI and SQL to support ongoing dataset quality monitoring and preparation for AI-related labeling workflows. • Applied validation techniques and QA checks to improve dataset reliability for annotation. • Used Excel advanced functions and SQL querying to clean, structure, and manage datasets. • Produced visualization-ready datasets using Power BI dashboards for quality review. • Focused on converting messy inputs into consistent formats suitable for AI labeling pipelines.