Bharath Regula
Hyderabad
Summary
Results-driven Azure AI Data Engineer with 5+ years of experience in designing, developing, and deploying scalable data solutions on cloud platforms. Proficient in Python, SQL, and advanced Azure services, with hands-on expertise in GenAI technologies including LangChain, LlamaIndex, and Azure OpenAI. Adept at building robust data pipelines.
Overview
6
6
years of professional experience
Work History
Azure AI Data Engineer
Deloitte
Hyderabad
05.2022 - Current
- Developed and maintained ETL pipelines using Python, SQL, and PySpark to process large-scale datasets.
- Designed data workflows in Azure Data Factory (ADF) to automate data ingestion and transformation.
- Built scalable data models and analytics solutions in Databricks.
- Collaborated with cross-functional teams to define data requirements, and deliver actionable insights.
- Optimized SQL queries and data storage for performance and cost efficiency.
- Integrated GenAI solutions using LangChain and LlamaIndex to automate document processing and semantic search across enterprise datasets
- Utilized Azure OpenAI services to implement Retrieval-Augmented Generation (RAG) methods, leveraging LangChain and LlamaIndex frameworks for enhanced information retrieval and response generation
- Integrated MLflow to evaluate LLM results against ground truth and tracked all results using the MLflow UI
Junior Data Engineer
TCS
Hyderabad
02.2020 - 05.2022
- Assisted in building data pipelines and integrating data from multiple sources using PubSub and DataFlow.
- Supported data analysis and reporting tasks using SQL and BigQuery.
- Participated in code reviews and contributed to process improvements.
Education
B-Tech - Automobile engineering
Bharath University
Chennai07-2019
Skills
- Programming Languages: Python, SQL
- Big Data Technologies: PySpark, Databricks
- AI Tools: llama index, Lang chain and MLFlow
- Cloud Platforms: Azure, GCP
- Data Warehousing : Google Big Query
- ETL Tool: Azure Data Factory
- Other Tools: Git, Jupiter Notebooks
- Visualization: Tableau
Additional Information
- Strong problem-solving and analytical skills
- Excellent communication and teamwork abilities
Projects
Data Pipeline Implementation, Document Analysis and Evaluation
- Designed and implemented a data ingestion pipeline using Databricks and PySpark, efficiently integrating data into Azure Blob Storage.
- Orchestrated data movement and transformation by leveraging Azure Data Factory (ADF) pipelines, writing processed data into a SQL database with all necessary transformations applied.
- Developed optimized database views to support Tableau visualizations, enabling enhanced business insights and interactive reporting.
- Implemented document analysis leveraging Llama Index RAG architecture with Azure OpenAI.
- Tracked and evaluated model performance using MLflow, ensuring transparency and continuous improvement of results
Languages
Telugu
First Language
English
Advanced (C1)
C1
Timeline
Azure AI Data Engineer
Deloitte
05.2022 - Current
Junior Data Engineer
TCS
02.2020 - 05.2022
B-Tech - Automobile engineering
Bharath University
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