Gaurav M.
AI Chatbot & Conversational AI Developer | RAG, AI Agents, Voice AI
๐ ๐๐ฆ ๐ ๐๐จ๐ฉ ๐๐๐ญ๐๐ ๐๐ฅ๐ฎ๐ฌ ๐๐ ๐๐ก๐๐ญ๐๐จ๐ญ ๐๐ง๐ ๐๐จ๐ง๐ฏ๐๐ซ๐ฌ๐๐ญ๐ข๐จ๐ง๐๐ฅ ๐๐ ๐๐๐ฏ๐๐ฅ๐จ๐ฉ๐๐ซ ๐ฐ๐ข๐ญ๐ก ๐๐๐% ๐๐จ๐ ๐๐ฎ๐๐๐๐ฌ๐ฌ, ๐๐ ๐๐ฉ๐ฐ๐จ๐ซ๐ค ๐ฃ๐จ๐๐ฌ, ๐๐ง๐ ๐,๐๐๐+ ๐ก๐จ๐ฎ๐ซ๐ฌ. I build custom AI chatbots, AI assistants, RAG applications, voice bots, and tool-using AI agents for customer support, internal knowledge, education, SaaS products, lead qualification, appointment scheduling, and business operations. I help businesses turn their documents, websites, databases, APIs, and workflows into secure and useful conversational experiences. Whether you need an MVP, an existing AI bot improved, or a production-grade chatbot integrated into your platform, I can manage the complete development lifecycle. โ ๐๐ก๐๐ญ ๐ ๐๐๐ง ๐๐ฎ๐ข๐ฅ๐ : โก๏ธ Custom AI chatbots for websites, mobile applications, and SaaS platforms โก๏ธ RAG-powered knowledge-base chatbots with grounded and source-cited answers โก๏ธ AI customer support bots with ticket creation, escalation, and human handoff โก๏ธ Internal AI assistants for policies, SOPs, product information, and company knowledge โก๏ธ AI agents that call APIs, query databases, update CRMs, and automate workflows โก๏ธ Voice AI receptionists for incoming calls, qualification, booking, rescheduling, and routing โก๏ธ Educational AI tutors and assistants with personalized, context-aware conversations โก๏ธ Multilingual and multichannel chatbots for web, WhatsApp, Slack, Teams, SMS, and voice โก๏ธ ChatGPT, Claude, Gemini, and open-source LLM integrations โก๏ธ Chatbot audits, hallucination reduction, prompt optimization, evaluation, and performance improvement โ ๐๐ ๐๐ก๐๐ญ๐๐จ๐ญ ๐๐๐๐ก๐ง๐จ๐ฅ๐จ๐ ๐ฒ ๐๐ญ๐๐๐ค ๐ ๐๐๐ญ๐๐ง ๐๐ฌ๐ : โก๏ธ ๐๐๐๐ฌ: OpenAI GPT, Anthropic Claude, Google Gemini, and open-source Llama models โก๏ธ ๐๐ ๐๐ง๐ญ๐ฌ ๐๐ง๐ ๐จ๐ซ๐๐ก๐๐ฌ๐ญ๐ซ๐๐ญ๐ข๐จ๐ง: LangChain, LangGraph, LlamaIndex, OpenAI Agents SDK, tool calling, function calling, agentic workflows, and Model Context Protocol (MCP) โก๏ธ ๐๐๐ ๐๐ง๐ ๐ฌ๐๐๐ซ๐๐ก: Semantic search, hybrid search, metadata filtering, reranking, query rewriting, GraphRAG, contextual retrieval, and citation generation โก๏ธ ๐๐๐๐ญ๐จ๐ซ ๐๐๐ญ๐๐๐๐ฌ๐๐ฌ: Pinecone, Qdrant, Weaviate, PostgreSQL/pgvector, Chroma, and FAISS โก๏ธ ๐๐๐๐ค๐๐ง๐ ๐๐๐ฏ๐๐ฅ๐จ๐ฉ๐ฆ๐๐ง๐ญ: Python, FastAPI, Node.js, TypeScript, REST APIs, WebSockets, webhooks, PostgreSQL, and Redis โก๏ธ ๐๐ฎ๐ฌ๐ข๐ง๐๐ฌ๐ฌ ๐ข๐ง๐ญ๐๐ ๐ซ๐๐ญ๐ข๐จ๐ง๐ฌ: CRM systems, help desks, calendars, payment systems, e-commerce platforms, Google Drive, Notion, Slack, Microsoft Teams, Twilio, WhatsApp, and custom APIs โก๏ธ ๐๐๐ฉ๐ฅ๐จ๐ฒ๐ฆ๐๐ง๐ญ: Docker, AWS, Azure, Google Cloud, Vercel, CI/CD, monitoring, tracing, and scalable cloud architecture โก๏ธ ๐๐ฎ๐๐ฅ๐ข๐ญ๐ฒ ๐๐ง๐ ๐ฌ๐๐๐๐ญ๐ฒ: Guardrails, permission-aware retrieval, prompt-injection protection, PII handling, human approval flows, automated evaluations, and LLM observability โ ๐๐ฒ ๐๐๐ฏ๐๐ฅ๐จ๐ฉ๐ฆ๐๐ง๐ญ ๐๐ฉ๐ฉ๐ซ๐จ๐๐๐ก : โช๏ธ Clarify โฏโฏ use case, users, data, integrations, success metrics โช๏ธ Design โฏโฏ conversation flow, RAG pipeline, agent logic, memory, fallbacks โช๏ธ Build โฏโฏ integrate into your product & systems โช๏ธ Test โฏโฏ accuracy, retrieval, latency, security, edge cases โช๏ธ Deploy โฏโฏ monitor & refine using real usage data Send me your chatbot use case, target users, data sources, required integrations, preferred communication channels, and whether you need an MVP or production deployment. Letโs build an AI chatbot that is accurate, useful, measurable, and ready for real-world users.