Sana Shaikh

Product Data Operation

Task/Role/Description:

In Product Data Operations, the role involves ensuring that data is properly processed and filtered to create efficient modules for Artificial Intelligence (AI) development. This is achieved through several workflows aimed at transforming raw data into actionable insights for machine learning models. Here's a breakdown of the key responsibilities:

• Data Filtration for AI Models:Filtering and preprocessing raw data (such as text, images, and videos) to ensure it is in the right format for AI model training.
  Removing irrelevant, noisy, or duplicate data that may affect the performance of AI algorithms.
• Data Analysis:Analyzing the data provided by clients to identify patterns, correlations, and trends that could inform model development.
  Handling diverse data types (text, images, videos) and ensuring their relevance and quality for AI applications.
• Workflow Management:Implementing and optimizing workflows to streamline the data preparation process, ensuring efficiency in the AI development pipeline.
  Collaborating with cross-functional teams to ensure the data is processed in alignment with project goals.

Business Integrity Project -Annotations

Task/Role Description:

• Review Digital Media According to client guideline and policies analyzing data using statistical techniques we had 38 clothing Brands to work on.
• Responsible for Collating and sharing updates with team on emails, Takes refresher whenever a team member coming from a long leaves.

Business Integrity Project – RGS

Task/Role Descriptio:Content Moderator

• Adds classification process in a Business Integrity project for RGS, ensuring accurate categorization of key business data and identifying critical discrepancies.
• Utilized [tools/technologies, e.g., machine learning algorithms, data analytics platforms, etc.] to develop and implement classification models that improved data integrity and enhanced business decision-making.
• Collaborated with cross-functional teams to define classification criteria and improve workflow processes, optimizing the overall project efficiency.
• Conducted data analysis and validation to guarantee consistency and accuracy across classifications, reducing error rates by [95%].

Integrity Operations(IO)

• Task/Role Description :Content Moderator
• Reviewed user reports of potentially harmful or offensive content , taking appropriate action in a timely manner
• Participated in regular training sessions to enhance understanding of digital safety and content management.