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• Enhancing AI Model Performance: Training AI models for accuracy, performance, relevance, and safety through various techniques.
• Improving Coding Skills: Providing feedback on coding prompts related to data analysis, Python visualizations, and basic programming.

People Analytics:

• Boosted Employee Well-being: Analyzed employee survey data (quarterly) to identify areas for improvement. This data-driven approach informed strategic decision-making resulting in positive survey responses, indicating a boost in employee well-being.
• Automated Reporting: Developed Python scripts to automate data cleaning & reporting, saving 40 hours/quarter.
• Data-driven Leadership Support: Provided senior leaders with insightful data visualizations and analysis on key metrics (promotions, retention, performance, diversity, transfers, work flexibility, compensation).
• End-to-End Data Analysis Expertise: Led data analysis projects from hypothesis formulation and planning to implementation and reporting. This included defining key requirements, applying various testing methodologies, modeling, and creating data visualizations.

Data Governance:

• Enhanced Data Governance Framework: Designed and implemented a data governance framework that ensures data structure, security, and facilitates fast and automated audit reporting.
• Improved Business Efficiency: Collaborated with stakeholders (PeopleSoft users) to understand business needs and leverage data insights for improved efficiency and opportunities.
• Cross-functional Collaboration: Successfully partnered with cross-functional teams and product teams to meet project timelines.
• Quality Assurance: Conducted thorough quality assurance testing to guarantee the accuracy, functionality, and performance of the data governance framework.

Intelligent Chatbot:

• Developed Intelligent Chatbot: Assisted in building an Natural Language Processing-powered chatbot that answers user queries from URLs.
• Optimized Chatbot Performance: Evaluated & compared Large Language Models (Google, OpenAI) for optimal chatbot performance.

• Developed Interactive Data Exploration Interface: Built a sketch-based web interface for scientists/educators to explore data interactively.
• Ensured Data Quality & Automation: Implemented automated algorithms for data layout and ensured data accuracy, completeness, and consistency.
• Cross-functional Collaboration: Collaborated effectively with designers and product development teams.