Muaz Ashraf

AI Engineer with 3+ years of hands-on experience building production-ready Generative AI systems, including RAG pipelines, agentic architectures, MCP servers, and multimodal AI workflows. Strong expertise in Python based backend development, LLM integration, retrieval optimization, and AI automation, with a proven track record of delivering measurable performance and productivity gains. My expertise and Projects includes Chatbots, RAG, Agentic Chatbots, Multimodal Chatbots, Twilio, Voice agent, Eleven Labs and working extensively with technologies like LlamaIndex, LangChain, Hugging Face and Multi-Agent frameworks like Agno, Crewai. MCP. OpenCV, OCR, Web-Scraping, speech to text, text to speech, Realtime transcription, LLMs, Vector Databases, Graph Databases. Automation, AI Video generation