Jan 2022 – Present · 4 yrs 2 mos · Gurugram, Haryana, India · Hybrid

• Project: Document QnA Chatbot using GenAI
• Built the real-time Chatbot system using the RAG pipeline.
• Used Azure Document Intelligence to extract text, images and tables from the document and OpenAI Ada2 Embedding model to generate vector embeddings.
• Used Azure AI Search to store vector embeddings and performed vector search.
• Utilized OpenAI GPT4o model to chat with text and images in the document.
• Performed regression testing and auto-eval testing and automated the testing using Azure Devops Pipelines.
• Project: SWOT Report Generator using GenAI
• Extracted text from the document using Azure Document Intelligence in the markdown format.
• Used OpenAI Ada2 Embedding model to generate text embedding and Azure AI Search as vector database and performed vector search using from the database.
• Built the RAG pipeline using OpenAI GPT3.5 model to generate SWOT Report
• Project: NAICS Classification using DistilBERT
• Performed data gathering and data validation by scraping through linkedin and rocketreach website.
• Performed data cleaning and preprocessing of the gathered company data using spacy.
• Used DistilBERT model to classify companies based on the NAICS codes and achieved the f1-score above 0.80 for each category.
• Deployed the model on Azure App Service using FastAPI and Docker