Dr Ankur Narang
Kush Khurana
Madhusudan Kumar
Free Lesson

From AI Engineer to Forward Deployed AI Engineer

60 min
Nov 18, 2026 7:30 AM

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What you'll learn

Understand the Forward Deployed AI Engineer Role

Discover how forward-deployed roles differ from typical AI and ML Engineers, AI Architects, and Solution Consultants.

Translate Customer Problems into AI Solutions

Learn customer discovery, workflow mapping, business value identification, and AI opportunity assessment.

Architect and Prototype Enterprise AI Solutions

Understand how to design agentic workflows, integrate enterprise systems, build prototypes, and validate feasibility.

Deliver AI Solutions into Production

Explore deployment planning, integration, stakeholder collaboration, evaluation, and business outcome measurement.

Plan Your Transition into Forward-Deployed AI Roles

Learn the technical, consulting, communication, and delivery skills needed to become a Forward Deployed AI Engineer.

Why this topic matters

Enterprises need engineers who can turn AI prototypes into real customer outcomes. Forward Deployed AI Engineers bridge customer discovery, solution architecture, rapid prototyping, and production delivery. Learn why this role matters, what skills it requires, and how AI Engineers can transition into higher-impact, customer-facing technical careers.

You'll learn from

Dr Ankur Narang

Dr Ankur Narang

Dr. Ankur Narang brings 30+ yrs exp in AI, Tech across MNCs & many verticals

IBM Research; Hike; Apparel Group; Yatra
Oracle
IIT Delhi
Apparel Group
Yatra
Meta
Kush Khurana

Kush Khurana

AI & ML leader; Venture Partner, DeepCoreX; Ashoka faculty

IBM Research; Hike; Apparel Group; Yatra
Oracle
IIT Delhi
Apparel Group
Yatra
Meta
Madhusudan Kumar

Madhusudan Kumar

BTech & MTech IIT Mumbai. AI Lead

Trafigura; TCS; Unify; Secure Things
Tata Consultancy Services
Trafigura
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