Muhammad Arhan
Higher Primary Student | Building Scalable AI Agents & Automations | n8n Workflow Specialist | Python Developer
- Role
- Genai Engineer at Buckle Consult
- Location
- Mangaluru, KA, IN
- LinkedIn followers
- 500 followers
Experience
Genai Engineer
Mar 2025 — Present · IN
At Buckle Consult, I engineered intelligent agent systems to help businesses adopt AI and automation. My work focused on agent architecture, memory systems, and multimodal data handling.Key Contributions:Agent Design with CrewAI (v0.28.8): Built a centralized delegator agent coordinating specialized agents using structured backstories and dynamic toolsets.Universal RAG System: Developed an OpenAI-powered multimodal RAG pipeline handling text, image, and video files from uploaded directories.Custom WhatsApp Business MCP Server: Built a custom Model Context Protocol (MCP) server to enable AI agents to interact with WhatsApp Business, handling messaging, session management, and automated responses and much more.Long-Term Memory Integration with Mem0: Achieved persistent memory for agents by integrating Mem0, allowing agents to retain, retrieve, and build upon past conversations.
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