Zoha Sheikh

• Worked with data engineering pipeline and employed various deduplication algorithms (MinHash Spark, ExactHash, SimHash, Scalable Bloom Filter, and Suffix Array) to optimize performance for large corpora • Engaged with knowledge graph generation and crafting SPARQL queries to extract insights • Prompt verbalization to enhance conversational interfaces • Evaluated LLMs using Ragas and Giskard frameworks • Experimented with synthetic test data generation in order to make the evaluation of LLMs more robust

• Developed reports using IBM Cognos Analytics and Power BI • Jobs were developed in Talend, and data organization was managed using the Snowflake cloud data warehouse

• Developed backend scripts for optimizing databases i.e. MySQL and MongoDB • Developed REST APIs to enable communication between web services and mobile applications • Product features were developed using the PHP Laravel Framework and .NET Framework, leveraging a Micro services architecture • WFM Product features are tested using PHPUnit

• Developed product features in PHP using Laravel framework and in Python for machine learning projects • Gathered and prioritized customer requirements, defined the product vision as a product owner and worked closely with the engineering team to execute things on time to ensure customer satisfaction

• Developed different features of e-commerce platform in PHP using Laravel Framework • Tracked analytics i.e. visits and clicks on the websites using Google Tag Manager and Google Analytics • Deployed code on AWS and working with automated deployment through Jenkins