Hi, I'm Ishaan My work focuses on building LLM and RAG applications, ML systems, and data-driven products that solve real business problems. I enjoy mentoring engineers, guiding data scientists, and helping teams translate AI ideas into production-ready systems. Through Topmate, I’m happy to help with: • Navigating AI/ML and Generative AI careers • Breaking into AI / transitioning from software or data roles • Guidance on GenAI projects, RAG architectures, and AI system design • Understanding real-world AI engineering practices If you're someone exploring AI, ML, Data Science, or Generative AI, feel free to book a session — happy to share practical insights from my experience. Outside of work, I enjoy traveling, exploring food, music, and workcations. So if we wrap up the AI conversation early, we might end up talking about travel stories or great food as well.