Hi, I’m Rohit Singh, an AI Engineer specializing in Generative AI, RAG pipelines, Agentic AI systems, and LLM-based applications. I work extensively on building production-ready AI systems using LangChain, FastAPI, Vector Databases, Hugging Face models, and OpenAI-compatible LLMs. My experience includes designing multi-agent architectures, business-rule agents, SQL-generating LLM services, and hallucination-reduction strategies. I enjoy mentoring developers, students, and professionals who want to move from theory to real-world implementation—whether it’s interview preparation, system design, or hands-on GenAI projects. If you’re stuck, confused, or want clarity in AI/ML or GenAI concepts, feel free to book a session. I focus on simple explanations, practical examples, and industry-oriented guidance.