About Me
AI Engineer with hands-on experience designing intelligent automation systems and AI agents using LangChain, LLM , and n8n. Skilled in integrating large language models with real-time data pipelines, APIs, and workflow automation tools to streamline complex business operations. Specialized in building retrieval- augmented generation (RAG) pipelines, multi-agent systems, and low-code AI workflows that merge reasoning, data extraction, and automation. Passionate about crafting scalable AI ecosystems that enhance decision-making and reduce manual effort through intelligent automation.
Skills & Technologies
Work Experience
AI Engineer
Built and deployed a Retrieval-Augmented Generation (RAG) system for internal knowledge access, improving information retrieval efficiency across teams. Designed and upgraded the company’s hiring automation system by integrating AI-based resume screening and candidate evaluation workflows. Pioneered an AI voice agent solution to automate inbound and outbound communication processes. Successfully replaced 300+ human callers with AI-driven voice agents, significantly reducing operational costs while maintaining high engagement and response quality. Integrated LLMs with real-time workflows and APIs to create scalable, production-ready AI systems.
Projects
RAG-based YouTube Chatbot
Built a Retrieval-Augmented Generation (RAG) system using LangChain, FAISS, and OpenAI embeddings. Integrated YouTube video transcript extraction to convert spoken video content into raw textual data for downstream processing. Implemented semantic text chunking and embedding generation, storing vectorized data in FAISS for efficient similarity search. Developed a retrieval generation (RAG) pipeline that dynamically fetches relevant transcript sections to provide accurate answers based on user queries.
Automated Business Analyst
Built an end-to-end AI-driven BA automation system using n8n, Gemini, Jira, and Google Workspace to convert meeting transcripts into structured user stories, technical solutions, and prioritized Jira tickets via multi-agent workflows. Automated the entire requirements-to-delivery lifecycle with real-time sync across tools, significantly reducing manual BA effort and accelerating project readiness.
Education
B.E.
Computer Engineering