Sharif Husain

Ai Engineer @Wipro

IN

Azure AI Project (AI Engineer, Wipro) Nov 2023 – PresentTools & Technologies: Azure Databricks, Azure Blob Storage, Azure Table Storage, AzureOpenAI (Ada-002, GPT-4o), LangChain, Azure Document Intelligence API, Azure Search AIVectorDB, GitProject Objective:To develop a comprehensive AI-powered system for processing PDF documents, extractingrelevant data, and creating a chatbot for querying processed information using custom dataembeddings.Responsibilities:• Data Pipeline Development:• Designed and implemented a batch and stream data pipeline using Azure Databricksto process PDFs and product data.• Scheduled the pipeline to run every 24 hours, integrating Azure Blob Storage andAzure Table Storage for data retrieval.• Data Processing and Embedding:• Extracted PDF data using Azure Document Intelligence API and mapped productdetails with Azure Table Storage.• Performed chunking and embedding of extracted data using the Ada-002 model ofAzure OpenAI.• Data Storage and Indexing:• Stored embeddings and metadata (e.g, ProductID, FileName) into Azure Search AIVectorDB for efficient querying.• Chatbot Development:• Created a chatbot using LangChain framework and GPT-4o model, leveraging theindexed data to provide accurate responses based on chain-of-thought promptingtechniques.Intelligent Document Processing (IDP)(ML Engineer, Wipro)Tools & Technologies: Azure Databricks, Azure Logic App, Azure File Storage, Azure CosmosDB (MongoDB API), Azure Cognitive Services, GitProject Objective:To build an end-to-end intelligent document processing pipeline integrating SharePoint andAzure services to extract and transform data from PDF documents for SAP integration.Responsibilities:• Automated the transfer of PDF documents from SharePoint Online to Azure File Share usingAzure Logic Apps.• Extracted data from documents using Azure Cognitive Services and stored it in AzureCosmos DB for MongoDB API.• Developed transformation logic in Azure DB

Aligarh Muslim University

Master of Science, Statistics