Aarav Sharma

1. AI Customer Support Assistant

Developed an AI-powered customer support solution capable of answering customer queries using Retrieval-Augmented Generation (RAG) and multi-agent workflows built with LangGraph.

Responsibilities

• Designed multi-agent workflows using LangGraph.
• Developed document retrieval pipelines using LangChain.
• Integrated OpenAI GPT models for response generation.
• Implemented conversational memory for contextual responses.
• Built REST APIs using FastAPI.
• Optimized prompts to improve response quality.

2. Intelligent Document Q&A Platform

Built a document intelligence platform enabling users to ask natural language questions from PDF and Word documents using semantic search.

Responsibilities

• Implemented document ingestion pipelines.
• Built semantic search using FAISS.
• Designed workflow orchestration using LangGraph.
• Improved retrieval accuracy through document chunking.
• Tested and optimized AI responses.

3. Meeting Notes Automation

Created an AI workflow that automatically summarizes meeting transcripts and extracts action items.

Responsibilities

• Developed summarization workflows.
• Extracted key discussion points.
• Generated action items automatically.
• Integrated notification APIs.
• Improved workflow efficiency.

4. SQL Analytics AI Agent

Designed an AI-powered analytics assistant capable of converting natural language into SQL queries for business reporting.

Responsibilities

• Developed SQL generation workflows.
• Validated generated queries.
• Connected AI workflows with PostgreSQL.
• Optimized prompts for higher SQL accuracy.
• Built error-handling mechanisms.