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Your facilitators

Instructors

Design, product, and engineering practitioners teach the core judgment layers and return for Defense Day.

Deepika Murthy

Deepika Murthy

Lead instructor · Product judgment & AI product building

Nineteen years across engineering, growth, marketplaces, platforms, and product. At Gojek, led product strategy for pricing, matching, batching, allocation, and fulfillment systems across Transport, Food, and Logistics, while driving GenAI adoption across the PM organisation. Earlier at Rakuten Viki, moved from video engineering into product and growth, launching and scaling a global subscription product to 200,000+ paid subscribers. Co-founder of Women in Product Singapore.

Previously

Teaches

Product scoping, prioritization, AI product judgment, and structured defense: deciding what is worth building, what evidence is enough, and how to defend the trade-offs.

Presses on Defense Day

  • Scope
  • Judgment
  • Trade-offs
  • Commercial logic
Rajat Goyal

Rajat Goyal

Applied AI and Agentic products

A builder across fintech, edtech, consumer apps, ride-hailing, and applied AI, with a decade of building and scaling production systems and the teams behind them. Most recently leading learning systems and applied AI at Aampe, scaling millions of per-user AI agents that personalize 1-to-1 and building agentic martech products. Earlier headed transport engineering at Gojek (millions of daily bookings across Singapore and Indonesia), and built financial and education platforms at Arcesium (D. E. Shaw Group) and Vedantu. Joins the Defense Day panel.

Teaches

The engineering in plain terms (architecture, observability, cost, security, and drift), and the judgment to tell when an agent's ready to ship.

Presses on Defense Day

  • Production-readiness
  • Architecture
  • Cost & security
  • Observability & drift
Keith Oh

Keith Oh

Product design

Product and design leader with experience across consulting and in-house roles, shaping digital products across markets, cultures, and organisational contexts. Most recently led Product Design and Core Marketplace product at Carousell. Earlier roles span IDEO, Rakuten Viki, and DSTA, combining product strategy, design craft, research, systems thinking, and human-centred problem solving.

As Honorary Secretary of Design Business Chamber Singapore, he champions better business by design, and contributes to conversations on how AI is changing design, product, and creative practice. His background spans Electrical & Computer Engineering, Psychology, and Human-Computer Interaction.

Previously

Teaches

Design basics, critique, judgment, usability, and taste, plus how these help turn rough AI outputs into thoughtful product experiences.

Presses on Defense Day

  • Taste
  • Craft
  • User clarity
  • Interaction logic
  • Design trade-offs
Pritha Vijay

Pritha Vijay

Product Management

Sixteen years building and scaling products across AI, marketplaces, and consumer platforms. At Uber, built the AI Solutions Marketplace, a human-in-the-loop platform for enterprise AI model development, from the ground up, owning supply, matching, dispatch, payments, and integrity end to end. Earlier at Grab, led product across safety, onboarding, and fraud for 180 million users across eight markets through IPO. Began her career in engineering and general management across six countries before moving into product through Strategy& and a stint in robotics. Studied engineering at IIT Kanpur and earned her MBA from Harvard Business School.

Previously

Teaches

Product fundamentals: scoping what's worth building, prioritizing ruthlessly, and making the call when the evidence is incomplete.

Presses on Defense Day

  • Scope
  • Prioritization
  • Problem definition
  • Trade-offs

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