Sg Tanuja Sabbavarapu
Senior Software Engineer, Engineering @GlobalLogic
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WORK HISTORY
Senior Software Engineer, Engineering @GlobalLogic
Hyderabad, IN
Currently, working on designing the agentic framework to automate the migration of telecom customers from the source to target systems using Azure AI services, AgenticAI, RAG, Langgraph implementation for telecom data.Developed and implemented various predictive intent models in the Telecom sector to determine if a customer has called the IVR for specific intents based on their responses, and predict the corresponding intent behind the call.Worked on the complete lifecycle of machine learning models, from exploratory data analysis (EDA) through to deployment, utilizing Azure services and Databricks.Designed JSON configurations to facilitate the execution of Azure Data Factory pipelines leveraging Azure Storage Accounts.Contributed to the documentation of the full machine learning model workflow and provided expertise in reviewing technical documentation.Conducted code reviews to ensure best practices and quality standards in the machine learning models.Developed a proof-of-concept (POC) Rest API applications using Langchains, GenAI in the Telecom sector to improve search functionality for querying product information across various telecom plans offered on the website.
EDUCATION
Indian Institute of Information Technology, SriCity
Bachelor's degree, Computer Science
ABOUT SG TANUJA SABBAVARAPU
Experienced Senior Data Scientis with over 5.6 years of hands-on experience in designing, developing, and deploying machine learning models. Experienced at implementing LLM-powered agents for schema understanding, semantic mapping, and rule-based + AI-driven transformations using AgenticAI, LLM, RAG, and LangGraph. Strong background in data analysis, feature engineering, and model interpretation using Python, along with the GenAI, AgenticAI. Proven expertise in analyzing and interpreting complex datasets to derive actionable insights. Experience with Python, Azure Databricks, MLOPS, MLFlow, PySpark, Tableau and cloud platforms like Azure, AWS. Worked in HR, healthcare, finance, telecom domains. Previously worked on the Analysis of Driver Driveability.
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