Full-Stack Architect Prakash Tank on Transitioning to AI-First Engineering Role

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Prakash Tank, a software professional with over a decade of experience, has shared his career evolution from full-stack and backend development to an AI-first Forward Deployed Engineer (FDE) role. His journey progressed through architecture and tech leadership, where he learned that effective engineering requires understanding business problems before writing any code. As a Tech Lead, Tank expanded his focus to include team direction, architecture decisions, and stakeholder communication rather than just individual coding output. His shift into AI engineering led him to explore large language models, retrieval-augmented generation, AI agents, and AI-powered SaaS products. Tank emphasizes that the FDE approach — moving from problem understanding through to production and iteration — aligns closely with how he has always preferred to work.

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